diff --git a/.env.example b/.env.example
index 1621ce3cde4192e010277e5e2190ba630f732063..7899cd7c6b741314dd9f8a70923362c88b9e0b36 100644
--- a/.env.example
+++ b/.env.example
@@ -1,2 +1,6 @@
OPENROUTER_API_KEY=
+OPENAI_API_KEY=
HUGGINGFACE_ACCESS_TOKEN=
+ELEVENLABS_API_KEY=
+FAL_KEY=
+GOOGLE_APPLICATION_CREDENTIALS=
diff --git a/.gitignore b/.gitignore
index 7dcacee5d7945aeabc5054f389400c04b83b4811..0c6bef5a58e90cf96b8af259fe8c7a60cca98142 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
+data/translations/
floresp-*
fleurs
spbleu
diff --git a/data/arc/ar_test.json b/data/arc/ar_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c2af277ceed99603909071971d1d84ffa81649f
--- /dev/null
+++ b/data/arc/ar_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"تحصل الحيوانات على طاقتها من تناول الغذاء الذي يأتي من النباتات. تعيش النباتات على امتصاص المواد التي تطلقها الحيوانات. ما المادة التي تطلقها الحيوانات وتمتصها النباتات؟",
+ "choices":[
+ "ثاني أكسيد الكربون",
+ "الأكسجين",
+ "ملح",
+ "سكر"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"عندما ينفجر نجم، يتشكل جسم شديد السطوع. ما اسم هذا الجسم؟",
+ "choices":[
+ "نوفا",
+ "العملاق الأحمر",
+ "المستعر الأعظم",
+ "قزم أبيض"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"يضع الصفّ أصص النباتات قرب النافذة لتُصبح النباتات أكثر تعرّضًا لأشعة الشمس. كيف تستفيد نباتات الطماطم من ضوء الشمس؟",
+ "choices":[
+ "لصنع السكر في الأوراق",
+ "استخدام النشا من السيقان",
+ "لنقل الماء إلى الزهور",
+ "للحصول على العناصر الغذائية من خلال الجذور"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"يُشغّل تريفور مصباحًا. عند تشغيل المصباح، تتحول الطاقة الكهربائية إلى أي شكل آخر من الطاقة؟",
+ "choices":[
+ "مادة كيميائية",
+ "ضوء",
+ "ميكانيكي",
+ "محتمل"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"ما هي العناصر التي ستكون الأكثر فائدة في المنزل أثناء انقطاع التيار الكهربائي؟",
+ "choices":[
+ "مصابيح يدوية وبطاريات إضافية",
+ "القبعات والواقيات من الشمس",
+ "معاطف المطر والمظلات",
+ "رذاذ الحشرات والسترات"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"إن إعادة تدوير الصحف أمر جيد للبيئة لأنه",
+ "choices":[
+ "يزيد الحاجة للأشجار.",
+ "يساعد على الحفاظ على الموارد.",
+ "يزيد من الحاجة إلى مكبات النفايات.",
+ "يساعد على إزالة الملوثات من الهواء."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"ما هي أفضل هذه الأدوات لتسجيل الملاحظات في الهواء الطلق؟",
+ "choices":[
+ "مسطرة",
+ "رسم بياني",
+ "دفتر ملاحظات",
+ "آلة حاسبة"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"كيف يعتمد الجهاز الدوري والجهاز التنفسي على بعضهما البعض؟",
+ "choices":[
+ "يتم نقل الأكسجين الذي يتم جمعه بواسطة الجهاز التنفسي إلى جميع أنحاء الجسم عن طريق الجهاز الدوري.",
+ "يتم نقل النفايات الصلبة التي يجمعها الجهاز الدوري إلى جميع أنحاء الجسم عن طريق الجهاز التنفسي.",
+ "يتم نقل العناصر الغذائية التي يجمعها الجهاز التنفسي إلى جميع أنحاء الجسم عن طريق الجهاز الدوري.",
+ "يتم نقل ثاني أكسيد الكربون الذي يجمعه الجهاز الدوري إلى جميع أنحاء الجسم عن طريق الجهاز التنفسي."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"أوراق الشجرة تتغير ألوانها في الخريف. هذا مثال على شجرة",
+ "choices":[
+ "إكمال دورة حياتها",
+ "الاستعداد للهجرة",
+ "الاستجابة لبيئتها",
+ "بداية السبات"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"ما هو جزء النبات الذي تم وصفه بشكل صحيح؟",
+ "choices":[
+ "السيقان تنتج البذور.",
+ "تمتص الجذور العناصر الغذائية.",
+ "الأوراق تمتص الماء.",
+ "الزهور تصنع الغذاء."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/ar_train.json b/data/arc/ar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fae254d71e37502c0227eaf10c51bee615b01aa
--- /dev/null
+++ b/data/arc/ar_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"أي من الأحداث التالية أثناء الانقسام الاختزالي يساهم بشكل أكبر في التنوع داخل النوع؟",
+ "choices":[
+ "اقتران الكروموسومات",
+ "إنشاء الأمشاج أحادية الصيغة الصبغية",
+ "فصل الأليلات",
+ "فصل الكروماتيدات"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"محركات السيارات المُصنّعة اليوم مُصمّمة لتكون موفرة للوقود. من المُرجّح أن تُؤثّر المحركات الموفرة للوقود على المدينة من خلال تقليل استهلاكها للوقود.",
+ "choices":[
+ "تلوث الهواء.",
+ "التلوث الحراري.",
+ "التلوث الضوضائي.",
+ "التلوث الضوئي."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"ما هو أفضل وصف لتكنولوجيا النقل؟",
+ "choices":[
+ "نظام يستخدم لنقل الأشخاص والمنتجات",
+ "مؤسسة تقوم بتحويل المواد الخام إلى سلع",
+ "بناء وتشطيب الهياكل",
+ "تحويل الطاقة الميكانيكية إلى طاقة حرارية"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"إذا ذاب 1 كجم من مركب التولوين عند درجة حرارة -95 درجة مئوية، فإن 500 جم من التولوين سوف",
+ "choices":[
+ "تذوب عند -47.5 درجة مئوية.",
+ "تذوب عند -95 درجة مئوية.",
+ "يغلي عند 95 درجة مئوية.",
+ "يغلي عند 47.5 درجة مئوية."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"ما هي الصفة النباتية الموروثة؟",
+ "choices":[
+ "شكل أوراقها",
+ "كمية المياه التي تتلقاها",
+ "عدد المعادن التي يمتصها من التربة",
+ "مستوى ضوء الشمس الذي يتعرض له"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"سكب روجر الماء على كومة رمل. جرف بعض الرمل. أيٌّ مما يلي يشبه هذه العملية؟",
+ "choices":[
+ "ثوران بركان",
+ "تآكل جدران الوادي",
+ "رفع مستوى السلاسل الجبلية",
+ "تشكل الكثبان الرملية أو التلال في الصحراء"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"زار روجر جده الذي يعيش في مزرعة. أثناء وجوده هناك، ساعده في إخراج التبن من الحظيرة. أثناء عمله في الحظيرة، بدأ يعطس. أي جهاز من أجهزة الجسم يُرجّح أنه سبب عطس روجر؟",
+ "choices":[
+ "الدورة الدموية",
+ "مطرح",
+ "هضمي",
+ "منيع"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"وضعت إيرين نبتة الشامروك في زاوية مظلمة. وسرعان ما لاحظت أن أوراقها قد مالت نحو نافذتها. ما الذي تحتاجه النبتة أكثر من النافذة؟",
+ "choices":[
+ "ضوء الشمس خلال النهار",
+ "الهواء خلال النهار",
+ "الظلام في الليل",
+ "الدفء في الليل"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"أي من العبارات التالية صحيحة بشأن الموارد غير المتجددة؟",
+ "choices":[
+ "إنها غير مكلفة.",
+ "يساعدون على إبقاء الهواء نظيفًا.",
+ "يمكن أن يستغرق تشكلها ملايين السنين.",
+ "يتم استخدامها لأنه يمكن إزالتها من الأرض بسهولة."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"ما هو النشاط البشري الذي غالبا ما يكون له تأثير ضار على البيئة؟",
+ "choices":[
+ "التنفس",
+ "النمو",
+ "زرع",
+ "ملوث"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"تحتاج النباتات إلى مصدر طاقة للقيام بعملية البناء الضوئي. من أي مصدر تحصل النباتات على الطاقة اللازمة للقيام بعملية البناء الضوئي؟",
+ "choices":[
+ "الأكسجين",
+ "سكر",
+ "ضوء الشمس",
+ "ماء"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"ما مدى سخونة سطح الشمس؟",
+ "choices":[
+ "ليس ساخنًا تمامًا مثل الماء المغلي",
+ "ساخن مثل النار",
+ "حوالي 100 درجة فهرنهايت",
+ "أكثر حرارة بكثير من أي شيء على الأرض تقريبًا"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"الوظيفة الأساسية للأنسولين في أجسامنا هي",
+ "choices":[
+ "تخزين الوقود لاستخدامه لاحقًا.",
+ "تنظيم كمية الجلوكوز في الدم.",
+ "زيادة كفاءة استهلاك الوقود.",
+ "منع البكتيريا الهضمية من استهلاك الجلوكوز."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/bn_test.json b/data/arc/bn_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2b066a40a6b657848507af68c73489df1e2d161
--- /dev/null
+++ b/data/arc/bn_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"প্রাণীরা উদ্ভিদ থেকে আসা খাদ্য গ্রহণ করে শক্তি পায়। উদ্ভিদরা প্রাণীদের দ্বারা নিঃসৃত পদার্থ গ্রহণ করে বেঁচে থাকে। উদ্ভিদরা যে পদার্থ গ্রহণ করে, প্রাণীরা কোন পদার্থ ত্যাগ করে?",
+ "choices":[
+ "কার্বন ডাই অক্সাইড",
+ "অক্সিজেন",
+ "লবণ",
+ "চিনি"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"যখন একটি নক্ষত্র বিস্ফোরিত হয়, তখন একটি তীব্র উজ্জ্বল বস্তু তৈরি হয়। এই বস্তুর নাম কী?",
+ "choices":[
+ "নোভা",
+ "লাল দৈত্য",
+ "সুপারনোভা",
+ "শ্বেত বামন"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"ক্লাসটি জানালার পাশে প্ল্যান্টার রাখে যাতে গাছগুলি আরও বেশি সূর্যালোক পায়। টমেটো গাছগুলি কীভাবে সূর্যালোক ব্যবহার করে?",
+ "choices":[
+ "পাতায় চিনি তৈরি করতে",
+ "কাণ্ড থেকে প্রাপ্ত স্টার্চ ব্যবহার করতে",
+ "ফুলে জল ঢেলে দিতে",
+ "শিকড়ের মাধ্যমে পুষ্টি পেতে"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"ট্রেভর একটি বাতি জ্বালান। বাতি জ্বালানোর সময় বৈদ্যুতিক শক্তি অন্য কোন শক্তিতে রূপান্তরিত হয়?",
+ "choices":[
+ "রাসায়নিক",
+ "আলো",
+ "যান্ত্রিক",
+ "সম্ভাবনা"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"বিদ্যুৎ বিভ্রাটের সময় বাড়িতে কোন জিনিসগুলি সবচেয়ে কার্যকর হবে?",
+ "choices":[
+ "টর্চলাইট এবং অতিরিক্ত ব্যাটারি",
+ "টুপি এবং সানস্ক্রিন",
+ "রেইনকোট এবং ছাতা",
+ "পোকামাকড় স্প্রে এবং জ্যাকেট"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"সংবাদপত্র পুনর্ব্যবহার পরিবেশের জন্য ভালো কারণ এটি",
+ "choices":[
+ "গাছের চাহিদা বৃদ্ধি করে।",
+ "সম্পদ সংরক্ষণে সাহায্য করে।",
+ "ল্যান্ডফিলের প্রয়োজনীয়তা বৃদ্ধি করে।",
+ "বাতাস থেকে দূষণকারী পদার্থ অপসারণ করতে সাহায্য করে।"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"বাইরে পর্যবেক্ষণ রেকর্ড করার জন্য এই সরঞ্জামগুলির মধ্যে কোনটি সবচেয়ে ভালো?",
+ "choices":[
+ "একজন শাসক",
+ "একটি গ্রাফ",
+ "একটি নোটবুক",
+ "একটি ক্যালকুলেটর"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"রক্ত সঞ্চালন ব্যবস্থা এবং শ্বাসযন্ত্র কীভাবে একে অপরের উপর নির্ভরশীল?",
+ "choices":[
+ "শ্বসনতন্ত্র দ্বারা সংগৃহীত অক্সিজেন রক্ত সঞ্চালনতন্ত্র দ্বারা সারা শরীরে বহন করা হয়।",
+ "রক্ত সঞ্চালনতন্ত্র দ্বারা সংগৃহীত কঠিন বর্জ্য শ্বাসযন্ত্রের মাধ্যমে সারা শরীরে বহন করা হয়।",
+ "শ্বসনতন্ত্র দ্বারা সংগৃহীত পুষ্টি উপাদানগুলি রক্তসংবহনতন্ত্র দ্বারা সারা শরীরে বহন করা হয়।",
+ "রক্ত সঞ্চালন ব্যবস্থা দ্বারা সংগৃহীত কার্বন ডাই অক্সাইড শ্বাসযন্ত্রের মাধ্যমে সারা শরীরে বহন করা হয়।"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"শরৎকালে গাছের পাতার রঙ পরিবর্তন হয়। এটি একটি গাছের উদাহরণ",
+ "choices":[
+ "তার জীবনচক্র সম্পন্ন করে",
+ "অভিবাসনের প্রস্তুতি",
+ "তার পরিবেশের প্রতি সাড়া দেওয়া",
+ "শীতনিদ্রার শুরু"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"উদ্ভিদের কোন অংশটি সঠিকভাবে বর্ণনা করা হয়েছে?",
+ "choices":[
+ "কাণ্ড বীজ তৈরি করে।",
+ "শিকড় পুষ্টি শোষণ করে।",
+ "পাতা জল শোষণ করে।",
+ "ফুল খাবার তৈরি করে।"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/bn_train.json b/data/arc/bn_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..011dfd87d540e57a9d2b89b8d53c5fe17b474333
--- /dev/null
+++ b/data/arc/bn_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"মিয়োসিসের সময় নিম্নলিখিত কোন ঘটনাগুলি একটি প্রজাতির মধ্যে পরিবর্তনের ক্ষেত্রে সবচেয়ে বেশি অবদান রাখে?",
+ "choices":[
+ "ক্রোমোজোমের জোড়া লাগানো",
+ "হ্যাপ্লয়েড গ্যামেটের সৃষ্টি",
+ "অ্যালিলের পৃথকীকরণ",
+ "ক্রোমাটিডের বিচ্ছেদ"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"আজকাল তৈরি অটোমোবাইল ইঞ্জিনগুলি গ্যাস-সাশ্রয়ী হওয়ার জন্য ডিজাইন করা হয়েছে। গ্যাস-সাশ্রয়ী ইঞ্জিনগুলি সম্ভবত একটি শহরকে প্রভাবিত করে",
+ "choices":[
+ "বায়ু দূষণ.",
+ "তাপ দূষণ।",
+ "শব্দ দূষণ।",
+ "আলোক দূষণ।"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"পরিবহন প্রযুক্তির সবচেয়ে ভালো বর্ণনা কোনটি?",
+ "choices":[
+ "একটি সিস্টেম যা মানুষ এবং পণ্য স্থানান্তরের জন্য ব্যবহৃত হয়",
+ "এমন একটি উদ্যোগ যা কাঁচামালকে পণ্যে রূপান্তর করে",
+ "কাঠামো নির্মাণ এবং সমাপ্তি",
+ "যান্ত্রিক শক্তির তাপশক্তিতে রূপান্তর"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"যদি 1 কেজি টলুইন যৌগ -95°C তাপমাত্রায় গলে যায়, তাহলে 500 গ্রাম টলুইন হবে",
+ "choices":[
+ "-৪৭.৫°C তাপমাত্রায় গলে যায়।",
+ "-৯৫°C তাপমাত্রায় গলে।",
+ "৯৫°C তাপমাত্রায় ফুটান।",
+ "৪৭.৫°C তাপমাত্রায় ফুটান।"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"কোন উদ্ভিদের বৈশিষ্ট্য উত্তরাধিকারসূত্রে পাওয়া যায়?",
+ "choices":[
+ "এর পাতার আকৃতি",
+ "এটি যে পরিমাণ জল গ্রহণ করে",
+ "মাটি থেকে এটি কত খনিজ শোষণ করে",
+ "সূর্যালোকের মাত্রা যা এটির সংস্পর্শে আসে"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"রজার বালির স্তূপের উপর জল ঢেলে দিল। কিছু বালি ভেসে গেল। এই প্রক্রিয়াটি নিচের কোনটির সাথে সাদৃশ্যপূর্ণ?",
+ "choices":[
+ "আগ্নেয়গিরির অগ্ন্যুৎপাত",
+ "একটি গিরিখাতের দেয়ালের ক্ষয়",
+ "পর্বতমালার উত্থান",
+ "মরুভূমিতে টিলা বা ঢিবির গঠন"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"রজার তার দাদুর সাথে দেখা করতে গিয়েছিল, যিনি একটি খামারে থাকেন। সেখানে থাকাকালীন, সে তার দাদুকে গোলাঘর থেকে খড় সরাতে সাহায্য করেছিল। গোলাঘরে কাজ করার সময় রজার হাঁচি দিতে শুরু করে। শরীরের কোন অঙ্গের কারণে রজার হাঁচি দিতে পারে?",
+ "choices":[
+ "সংবহনতন্ত্র",
+ "রেচন",
+ "হজমকারী",
+ "রোগ প্রতিরোধ ক্ষমতাসম্পন্ন"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"এরিন তার শ্যামরক গাছটি একটি অন্ধকার কোণে রাখল। শীঘ্রই সে দেখতে পেল যে পাতাগুলি তার জানালার দিকে হেলে পড়েছে। জানালা থেকে গাছটির সবচেয়ে বেশি কী প্রয়োজন ছিল?",
+ "choices":[
+ "দিনের বেলায় সূর্যালোক",
+ "দিনের বেলায় বাতাস",
+ "রাতের অন্ধকার",
+ "রাতে উষ্ণতা"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"অনবায়নযোগ্য সম্পদ সম্পর্কে এই বিবৃতিগুলির মধ্যে কোনটি সত্য?",
+ "choices":[
+ "এগুলো সস্তা।",
+ "এগুলো বাতাস পরিষ্কার রাখতে সাহায্য করে।",
+ "এগুলো তৈরি হতে লক্ষ লক্ষ বছর সময় লাগতে পারে।",
+ "এগুলি ব্যবহার করা হয় কারণ এগুলি সহজেই মাটি থেকে সরানো যায়।"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"কোন মানবিক কার্যকলাপ পরিবেশের উপর সবচেয়ে বেশি ক্ষতিকর প্রভাব ফেলে?",
+ "choices":[
+ "শ্বাস-প্রশ্বাস",
+ "ক্রমবর্ধমান",
+ "রোপণ",
+ "দূষণকারী"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"সালোকসংশ্লেষণ করার জন্য উদ্ভিদের শক্তির উৎসের প্রয়োজন হয়। সালোকসংশ্লেষণ করার জন্য উদ্ভিদ কোন উৎস থেকে শক্তি গ্রহণ করে?",
+ "choices":[
+ "অক্সিজেন",
+ "চিনি",
+ "সূর্যালোক",
+ "পানি"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"সূর্যের পৃষ্ঠে কতটা গরম?",
+ "choices":[
+ "ফুটন্ত পানির মতো গরম নয়",
+ "আগুনের মতো উত্তপ্ত",
+ "প্রায় ১০০° ফারেনহাইট",
+ "পৃথিবীর প্রায় যেকোনো কিছুর চেয়ে অনেক বেশি গরম"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"আমাদের দেহে ইনসুলিনের প্রধান কাজ হল",
+ "choices":[
+ "পরবর্তী ব্যবহারের জন্য জ্বালানি সংরক্ষণ করুন।",
+ "রক্তে গ্লুকোজের পরিমাণ নিয়ন্ত্রণ করে।",
+ "জ্বালানি খরচের দক্ষতা বৃদ্ধি।",
+ "পাচক ব্যাকটেরিয়াকে গ্লুকোজ গ্রহণ থেকে বিরত রাখে।"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/de_test.json b/data/arc/de_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..0536115d028c52ca5cf59996ef3e21d908896c16
--- /dev/null
+++ b/data/arc/de_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"Tiere gewinnen Energie aus pflanzlicher Nahrung. Pflanzen überleben, indem sie Stoffe aufnehmen, die von Tieren ausgeschieden werden. Welche Stoffe geben Tiere ab, die Pflanzen aufnehmen?",
+ "choices":[
+ "Kohlendioxid",
+ "Sauerstoff",
+ "Salz",
+ "Zucker"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"Wenn ein Stern explodiert, entsteht ein intensiv helles Objekt. Wie heißt dieses Objekt?",
+ "choices":[
+ "Nova",
+ "Roter Riese",
+ "Supernova",
+ "Weißer Zwerg"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"Die Klasse stellt die Pflanzgefäße ans Fenster, damit die Pflanzen mehr Sonnenlicht bekommen. Wie nutzen die Tomatenpflanzen das Sonnenlicht?",
+ "choices":[
+ "um Zucker in den Blättern herzustellen",
+ "Stärke aus den Stielen verwenden",
+ "um Wasser zu den Blumen zu leiten",
+ "um Nährstoffe über die Wurzeln zu bekommen"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"Trevor schaltet eine Lampe ein. In welche andere Energieform wird elektrische Energie umgewandelt, wenn die Lampe an ist?",
+ "choices":[
+ "chemisch",
+ "Licht",
+ "mechanisch",
+ "Potenzial"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"Welche Gegenstände wären bei einem Stromausfall zu Hause am nützlichsten?",
+ "choices":[
+ "Taschenlampen und Ersatzbatterien",
+ "Hüte und Sonnencreme",
+ "Regenmäntel und Regenschirme",
+ "Insektenspray und Jacken"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"Das Recycling von Zeitungen ist gut für die Umwelt, denn es",
+ "choices":[
+ "erhöht den Bedarf an Bäumen.",
+ "hilft, Ressourcen zu schonen.",
+ "erhöht den Bedarf an Mülldeponien.",
+ "hilft, Schadstoffe aus der Luft zu entfernen."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"Welches dieser Werkzeuge eignet sich am besten zum Aufzeichnen von Beobachtungen im Freien?",
+ "choices":[
+ "ein Lineal",
+ "ein Diagramm",
+ "ein Notizbuch",
+ "ein Taschenrechner"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"Welche gegenseitige Abhängigkeit besteht zwischen Kreislauf und Atmung?",
+ "choices":[
+ "Der über die Atemwege aufgenommene Sauerstoff wird über das Kreislaufsystem durch den Körper transportiert.",
+ "Feste Abfallstoffe, die vom Kreislaufsystem gesammelt werden, werden über die Atemwege durch den Körper transportiert.",
+ "Die über die Atemwege aufgenommenen Nährstoffe werden über das Blutkreislaufsystem durch den Körper transportiert.",
+ "Das vom Kreislaufsystem aufgenommene Kohlendioxid wird über die Atemwege durch den Körper transportiert."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"Die Blätter eines Baumes verfärben sich im Herbst. Dies ist ein Beispiel für einen Baum",
+ "choices":[
+ "Abschluss seines Lebenszyklus",
+ "Vorbereitung auf die Migration",
+ "auf seine Umgebung reagieren",
+ "Beginn des Winterschlafs"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"Welcher Pflanzenteil ist richtig beschrieben?",
+ "choices":[
+ "Aus den Stängeln entstehen Samen.",
+ "Wurzeln nehmen Nährstoffe auf.",
+ "Blätter nehmen Wasser auf.",
+ "Blumen machen Nahrung."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/de_train.json b/data/arc/de_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..69b54924c8c442b5d35c1efaa4d7b6386517fb1d
--- /dev/null
+++ b/data/arc/de_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"Welches der folgenden Ereignisse während der Meiose trägt am meisten zur Variation innerhalb einer Art bei?",
+ "choices":[
+ "Paarung von Chromosomen",
+ "Entstehung haploider Gameten",
+ "Segregation von Allelen",
+ "Trennung von Chromatiden"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"Heutzutage werden Automotoren auf Benzineffizienz ausgelegt. Benzineffiziente Motoren wirken sich in Städten am wahrscheinlichsten aus, indem sie",
+ "choices":[
+ "Luftverschmutzung.",
+ "Hitzeverschmutzung.",
+ "Lärmbelästigung.",
+ "Lichtverschmutzung."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"Was beschreibt Transporttechnologie am besten?",
+ "choices":[
+ "ein System, das zum Transport von Personen und Produkten verwendet wird",
+ "ein Unternehmen, das Rohstoffe in Waren umwandelt",
+ "den Bau und die Fertigstellung von Bauwerken",
+ "die Umwandlung von mechanischer Energie in Wärmeenergie"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"Wenn 1 kg der Verbindung Toluol bei -95°C schmilzt, dann werden 500 g Toluol",
+ "choices":[
+ "schmilzt bei -47,5°C.",
+ "Schmelzen bei -95°C.",
+ "bei 95°C kochen.",
+ "Siedepunkt 47,5 °C."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"Welche Pflanzeneigenschaft wird vererbt?",
+ "choices":[
+ "die Form seiner Blätter",
+ "die Menge an Wasser, die es erhält",
+ "die Anzahl der Mineralien, die es aus dem Boden aufnimmt",
+ "die Sonneneinstrahlung, der es ausgesetzt ist"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"Roger goss Wasser über einen Sandhaufen. Ein Teil des Sandes wurde weggespült. Welchem der folgenden Vorgänge ähnelt dieser?",
+ "choices":[
+ "Der Ausbruch eines Vulkans",
+ "Die Erosion der Wände eines Canyons",
+ "Die Hebung von Gebirgsketten",
+ "Die Bildung von Dünen oder Hügeln in einer Wüste"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"Roger besuchte seinen Großvater, der auf einem Bauernhof lebt. Dort half er ihm, Heu aus der Scheune zu holen. Während Roger in der Scheune arbeitete, musste er niesen. Welches System in seinem Körper hat Rogers Niesen wahrscheinlich ausgelöst?",
+ "choices":[
+ "Kreislauf",
+ "Ausscheidungs",
+ "Verdauungs-",
+ "immun"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"Erin stellte ihr Kleeblatt in eine dunkle Ecke. Bald bemerkte sie, dass sich die Blätter zum Fenster neigten. Was brauchte die Pflanze am meisten vom Fenster?",
+ "choices":[
+ "Sonnenlicht während des Tages",
+ "Luft tagsüber",
+ "Dunkelheit in der Nacht",
+ "Wärme in der Nacht"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"Welche dieser Aussagen über nicht erneuerbare Ressourcen ist wahr?",
+ "choices":[
+ "Sie sind preiswert.",
+ "Sie helfen, die Luft sauber zu halten.",
+ "Ihre Entstehung kann Millionen von Jahren dauern.",
+ "Sie werden verwendet, weil sie leicht aus dem Boden entfernt werden können."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"Welche menschliche Aktivität hat am häufigsten schädliche Auswirkungen auf die Umwelt?",
+ "choices":[
+ "Atmung",
+ "Anbau",
+ "Bepflanzung",
+ "umweltschädlich"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"Pflanzen benötigen für die Photosynthese eine Energiequelle. Woher beziehen Pflanzen die für die Photosynthese benötigte Energie?",
+ "choices":[
+ "Sauerstoff",
+ "Zucker",
+ "Sonnenlicht",
+ "Wasser"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"Wie heiß ist es auf der Oberfläche der Sonne?",
+ "choices":[
+ "Nicht ganz so heiß wie kochendes Wasser",
+ "Ungefähr so heiß wie Feuer",
+ "Etwa 100°F",
+ "Viel heißer als fast alles auf der Erde"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"Die Hauptfunktion von Insulin in unserem Körper besteht darin,",
+ "choices":[
+ "Kraftstoff für die spätere Verwendung lagern.",
+ "regulieren den Glukosegehalt im Blut.",
+ "erhöhen die Effizienz des Kraftstoffverbrauchs.",
+ "verhindern, dass Verdauungsbakterien Glukose verbrauchen."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/es_test.json b/data/arc/es_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ab03435cce664294f16ea1e635bef4680136623
--- /dev/null
+++ b/data/arc/es_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"Los animales obtienen energía al comer alimentos provenientes de las plantas. Las plantas sobreviven absorbiendo sustancias que liberan los animales. ¿Qué sustancia liberan los animales y que las plantas absorben?",
+ "choices":[
+ "dióxido de carbono",
+ "oxígeno",
+ "sal",
+ "azúcar"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"Cuando una estrella explota, se forma un objeto intensamente brillante. ¿Cómo se llama este objeto?",
+ "choices":[
+ "estrella nueva",
+ "gigante roja",
+ "supernova",
+ "enana blanca"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"La clase coloca las macetas junto a la ventana para que las plantas reciban más luz solar. ¿Cómo aprovechan la luz solar las tomateras?",
+ "choices":[
+ "Para hacer azúcar en las hojas",
+ "utilizar almidón de los tallos",
+ "Para mover agua a las flores",
+ "Para obtener nutrientes a través de las raíces"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"Trevor enciende una lámpara. Cuando la lámpara está encendida, ¿en qué otra forma de energía se transforma la energía eléctrica?",
+ "choices":[
+ "químico",
+ "luz",
+ "mecánico",
+ "potencial"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"¿Qué artículos serían más útiles en casa durante un corte de energía?",
+ "choices":[
+ "linternas y pilas extra",
+ "sombreros y protector solar",
+ "impermeables y paraguas",
+ "repelente de insectos y chaquetas"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"Reciclar periódicos es bueno para el medio ambiente porque",
+ "choices":[
+ "Aumenta la necesidad de árboles.",
+ "Ayuda a conservar los recursos.",
+ "aumenta la necesidad de vertederos.",
+ "Ayuda a eliminar contaminantes del aire."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"¿Cuál de estas herramientas es mejor para registrar observaciones al aire libre?",
+ "choices":[
+ "una regla",
+ "un gráfico",
+ "un cuaderno",
+ "una calculadora"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"¿Cómo dependen entre sí el sistema circulatorio y el sistema respiratorio?",
+ "choices":[
+ "El oxígeno recolectado por el sistema respiratorio es transportado por todo el cuerpo a través del sistema circulatorio.",
+ "Los desechos sólidos recogidos por el sistema circulatorio son transportados por todo el cuerpo a través del sistema respiratorio.",
+ "Los nutrientes recolectados por el sistema respiratorio son transportados por todo el cuerpo a través del sistema circulatorio.",
+ "El dióxido de carbono recogido por el sistema circulatorio es transportado por todo el cuerpo a través del sistema respiratorio."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"Las hojas de un árbol cambian de color en otoño. Este es un ejemplo de un árbol.",
+ "choices":[
+ "completando su ciclo de vida",
+ "preparándose para la migración",
+ "respondiendo a su entorno",
+ "comenzando la hibernación"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"¿Qué parte de la planta está descrita correctamente?",
+ "choices":[
+ "Los tallos producen semillas.",
+ "Las raíces absorben nutrientes.",
+ "Las hojas absorben agua.",
+ "Las flores producen alimento."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/es_train.json b/data/arc/es_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f18218456d6c2499ede9c3533de87dadb4b8482
--- /dev/null
+++ b/data/arc/es_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"¿Cuál de los siguientes eventos durante la meiosis contribuye más a la variación dentro de una especie?",
+ "choices":[
+ "emparejamiento de cromosomas",
+ "creación de gametos haploides",
+ "segregación de alelos",
+ "separación de cromátidas"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"Los motores de automóviles que se fabrican hoy en día están diseñados para ser eficientes en el consumo de gasolina. Los motores eficientes en el consumo de gasolina probablemente afecten a una ciudad al reducir...",
+ "choices":[
+ "contaminación del aire.",
+ "contaminación térmica.",
+ "contaminación acústica.",
+ "contaminación lumínica."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"¿Cuál describe mejor la tecnología del transporte?",
+ "choices":[
+ "un sistema que se utiliza para mover personas y productos",
+ "una empresa que transforma materias primas en bienes",
+ "la construcción y acabado de estructuras",
+ "la conversión de energía mecánica en energía térmica"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"Si 1 kg del compuesto tolueno se funde a -95 °C, entonces 500 g de tolueno se fundirán a -95 °C.",
+ "choices":[
+ "fundirse a -47,5°C.",
+ "fundirse a -95°C.",
+ "hervir a 95°C.",
+ "hervir a 47,5°C."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"¿Qué rasgo de la planta se hereda?",
+ "choices":[
+ "la forma de sus hojas",
+ "la cantidad de agua que recibe",
+ "la cantidad de minerales que absorbe del suelo",
+ "el nivel de luz solar al que está expuesto"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"Roger vertió agua sobre un montón de arena. Parte de la arena se desprendió. ¿A cuál de los siguientes procesos se parece este?",
+ "choices":[
+ "La erupción de un volcán",
+ "La erosión de las paredes de un cañón",
+ "La elevación de las cordilleras",
+ "La formación de dunas o montículos en un desierto."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"Roger visitó a su abuelo, que vive en una granja. Mientras estaba allí, lo ayudó a sacar el heno del granero. Mientras trabajaba en el granero, Roger empezó a estornudar. ¿Qué sistema del cuerpo probablemente causó el estornudo de Roger?",
+ "choices":[
+ "circulatorio",
+ "excretorio",
+ "digestivo",
+ "inmune"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"Erin colocó su trébol en un rincón oscuro. Pronto vio que las hojas se inclinaban hacia la ventana. ¿Qué necesitaba la planta de la ventana?",
+ "choices":[
+ "luz solar durante el día",
+ "aire durante el día",
+ "oscuridad en la noche",
+ "calor en la noche"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"¿Cuál de estas afirmaciones sobre los recursos no renovables es verdadera?",
+ "choices":[
+ "Son económicos.",
+ "Ayudan a mantener el aire limpio.",
+ "Pueden tardar millones de años en formarse.",
+ "Se utilizan porque se quitan fácilmente del suelo."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"¿Qué actividad humana tiene con mayor frecuencia un efecto nocivo sobre el medio ambiente?",
+ "choices":[
+ "respiración",
+ "creciente",
+ "plantación",
+ "contaminador"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"Las plantas necesitan una fuente de energía para realizar la fotosíntesis. ¿De qué fuente obtienen la energía necesaria para realizarla?",
+ "choices":[
+ "oxígeno",
+ "azúcar",
+ "luz del sol",
+ "agua"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"¿Qué temperatura hace en la superficie del Sol?",
+ "choices":[
+ "No tan caliente como el agua hirviendo",
+ "Tan caliente como el fuego",
+ "Alrededor de 100°F",
+ "Mucho más caliente que casi cualquier cosa en la Tierra"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"La función principal de la insulina en nuestro cuerpo es",
+ "choices":[
+ "almacenar combustible para su uso posterior.",
+ "regular la cantidad de glucosa en la sangre.",
+ "Aumentar la eficiencia del consumo de combustible.",
+ "evitar que las bacterias digestivas consuman glucosa."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/fa_test.json b/data/arc/fa_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d23c8430cd88c45bf1c5442099541ce86515389
--- /dev/null
+++ b/data/arc/fa_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"حیوانات از خوردن غذایی که از گیاهان به دست میآید، انرژی دریافت میکنند. گیاهان با جذب موادی که توسط حیوانات آزاد میشوند، زنده میمانند. حیوانات چه مادهای آزاد میکنند که گیاهان آن را جذب میکنند؟",
+ "choices":[
+ "دی اکسید کربن",
+ "اکسیژن",
+ "نمک",
+ "شکر"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"وقتی یک ستاره منفجر میشود، یک جسم به شدت درخشان تشکیل میشود. نام این جسم چیست؟",
+ "choices":[
+ "نوا",
+ "غول سرخ",
+ "ابرنواختر",
+ "کوتوله سفید"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"کلاس گلدانها را کنار پنجره قرار میدهد تا گیاهان بتوانند نور خورشید بیشتری دریافت کنند. گیاهان گوجهفرنگی چگونه از نور خورشید استفاده میکنند؟",
+ "choices":[
+ "برای ساختن قند در برگها",
+ "برای استفاده از نشاسته از ساقهها",
+ "برای رساندن آب به گلها",
+ "برای دریافت مواد مغذی از طریق ریشه"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"ترور لامپ را روشن میکند. وقتی لامپ روشن است، انرژی الکتریکی به کدام شکل دیگر انرژی تبدیل میشود؟",
+ "choices":[
+ "شیمیایی",
+ "نور",
+ "مکانیکی",
+ "پتانسیل"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"کدام وسایل در خانه هنگام قطع برق بیشترین کاربرد را دارند؟",
+ "choices":[
+ "چراغ قوه و باتری اضافی",
+ "کلاه و کرم ضد آفتاب",
+ "بارانی و چتر",
+ "اسپری و ژاکت مخصوص حشرات"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"بازیافت روزنامهها برای محیط زیست مفید است زیرا",
+ "choices":[
+ "نیاز به درختان را افزایش میدهد.",
+ "به حفظ منابع کمک میکند.",
+ "نیاز به محلهای دفن زباله را افزایش میدهد.",
+ "به حذف آلایندهها از هوا کمک میکند."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"کدام یک از این ابزارها برای ثبت مشاهدات در فضای باز بهترین هستند؟",
+ "choices":[
+ "یک حاکم",
+ "یک گراف",
+ "یک دفترچه یادداشت",
+ "یک ماشین حساب"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"سیستم گردش خون و سیستم تنفسی چگونه به یکدیگر وابسته هستند؟",
+ "choices":[
+ "اکسیژنی که توسط دستگاه تنفسی جمعآوری میشود، توسط سیستم گردش خون به سراسر بدن منتقل میشود.",
+ "مواد زائد جامد که توسط سیستم گردش خون جمع آوری می شوند، توسط سیستم تنفسی به سراسر بدن حمل می شوند.",
+ "مواد مغذی که توسط دستگاه تنفسی جمعآوری میشوند، توسط دستگاه گردش خون به سراسر بدن منتقل میشوند.",
+ "دی اکسید کربن جمع آوری شده توسط سیستم گردش خون توسط سیستم تنفسی در سراسر بدن حمل می شود."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"برگهای درخت در پاییز تغییر رنگ میدهند. این نمونهای از یک درخت است.",
+ "choices":[
+ "چرخه حیات خود را تکمیل میکند",
+ "آماده شدن برای مهاجرت",
+ "به محیط خود پاسخ میدهد",
+ "شروع خواب زمستانی"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"کدام قسمت گیاه به درستی توصیف شده است؟",
+ "choices":[
+ "ساقهها دانهها را میسازند.",
+ "ریشهها مواد مغذی را جذب میکنند.",
+ "برگها آب را جذب میکنند.",
+ "گلها غذا میسازند."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/fa_train.json b/data/arc/fa_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..28fe95a6384742a0b1b74e9009ed2900c1364d1a
--- /dev/null
+++ b/data/arc/fa_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"کدام یک از رویدادهای زیر در طول میوز بیشترین سهم را در تنوع درون گونه ای دارد؟",
+ "choices":[
+ "جفت شدن کروموزومها",
+ "ایجاد گامتهای هاپلوئید",
+ "تفکیک آللها",
+ "جداسازی کروماتیدها"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"موتورهای خودروهای امروزی به گونهای طراحی میشوند که از نظر مصرف سوخت بهینه باشند. موتورهای کممصرف به احتمال زیاد با کاهش مصرف سوخت، بر یک شهر تأثیر میگذارند.",
+ "choices":[
+ "آلودگی هوا.",
+ "آلودگی حرارتی.",
+ "آلودگی صوتی.",
+ "آلودگی نوری."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"کدام گزینه، فناوری حمل و نقل را به بهترین شکل توصیف میکند؟",
+ "choices":[
+ "سیستمی که برای جابجایی افراد و محصولات استفاده میشود",
+ "بنگاه اقتصادی که مواد اولیه را به کالا تبدیل میکند",
+ "ساخت و تکمیل سازهها",
+ "تبدیل انرژی مکانیکی به انرژی گرمایی"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"اگر ۱ کیلوگرم از ترکیب تولوئن در دمای ۹۵- درجه سانتیگراد ذوب شود، آنگاه ۵۰۰ گرم تولوئن ...",
+ "choices":[
+ "در دمای ۴۷.۵- درجه سانتیگراد ذوب میشود.",
+ "در دمای 95- درجه سانتیگراد ذوب میشود.",
+ "در دمای ۹۵ درجه سانتیگراد بجوشانید.",
+ "در دمای ۴۷.۵ درجه سانتیگراد بجوشانید."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"کدام ویژگی گیاهی به ارث میرسد؟",
+ "choices":[
+ "شکل برگهای آن",
+ "میزان آبی که دریافت میکند",
+ "تعداد مواد معدنی که از خاک جذب میکند",
+ "سطح نوری که در معرض آن قرار میگیرد"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"راجر روی تودهای از شن آب ریخت. مقداری از شن شسته شد. این فرآیند مشابه کدام یک از موارد زیر است؟",
+ "choices":[
+ "فوران یک آتشفشان",
+ "فرسایش دیوارههای دره",
+ "سربرآوردن رشتهکوهها",
+ "تشکیل تپههای شنی یا تپههای شنی در بیابان"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"راجر به دیدار پدربزرگش که در مزرعهای زندگی میکرد، رفت. در مدتی که پدربزرگش آنجا بود، به پدربزرگش در بیرون بردن کاه از انبار کمک کرد. همانطور که راجر در انبار کار میکرد، شروع به عطسه کرد. کدام سیستم بدن به احتمال زیاد باعث عطسه کردن راجر میشد؟",
+ "choices":[
+ "گردش خون",
+ "دفع کننده",
+ "گوارشی",
+ "ایمنی"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"ارین گیاه شبدر خود را در گوشهای تاریک قرار داد. خیلی زود دید که برگهایش به سمت پنجرهاش متمایل شدهاند. این گیاه بیش از همه به چه چیزی از پنجره نیاز داشت؟",
+ "choices":[
+ "نور خورشید در طول روز",
+ "هوا در طول روز",
+ "تاریکی در شب",
+ "گرما در شب"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"کدام یک از این عبارات در مورد منابع تجدیدناپذیر صحیح است؟",
+ "choices":[
+ "آنها ارزان هستند.",
+ "آنها به تمیز نگه داشتن هوا کمک میکنند.",
+ "تشکیل آنها میتواند میلیونها سال طول بکشد.",
+ "آنها به این دلیل مورد استفاده قرار میگیرند که به راحتی از زمین جدا میشوند."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"کدام فعالیت انسانی اغلب تأثیر مضر بر محیط زیست دارد؟",
+ "choices":[
+ "تنفس",
+ "در حال رشد",
+ "کاشت",
+ "آلاینده"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"گیاهان برای انجام فتوسنتز به منبع انرژی نیاز دارند. گیاهان انرژی لازم برای انجام فتوسنتز را از کدام منبع دریافت میکنند؟",
+ "choices":[
+ "اکسیژن",
+ "شکر",
+ "نور خورشید",
+ "آب"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"دمای سطح خورشید چقدر است؟",
+ "choices":[
+ "نه به اندازه آب جوش داغ",
+ "تقریباً به داغی آتش",
+ "حدود ۱۰۰ درجه فارنهایت",
+ "بسیار داغتر از تقریباً هر چیزی روی زمین"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"وظیفه اصلی انسولین در بدن ما این است که",
+ "choices":[
+ "سوخت را برای استفاده بعدی ذخیره کنید.",
+ "میزان گلوکز خون را تنظیم کنید.",
+ "افزایش راندمان مصرف سوخت.",
+ "جلوگیری از مصرف گلوکز توسط باکتریهای گوارشی."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/fr_test.json b/data/arc/fr_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..f62bf6e249a1ece55aea308d9e2b355ebc6b0ad3
--- /dev/null
+++ b/data/arc/fr_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"Les animaux tirent leur énergie de la nourriture provenant des plantes. Les plantes survivent en absorbant des substances libérées par les animaux. Quelles substances les animaux libèrent-ils et que les plantes absorbent ?",
+ "choices":[
+ "dioxyde de carbone",
+ "oxygène",
+ "sel",
+ "sucre"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"Lorsqu'une étoile explose, un objet extrêmement brillant se forme. Quel est le nom de cet objet ?",
+ "choices":[
+ "nova",
+ "géante rouge",
+ "supernova",
+ "naine blanche"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"La classe place les jardinières près de la fenêtre pour que les plants bénéficient davantage de la lumière du soleil. Comment les plants de tomates utilisent-ils la lumière du soleil ?",
+ "choices":[
+ "faire du sucre dans les feuilles",
+ "utiliser l'amidon des tiges",
+ "pour acheminer l'eau vers les fleurs",
+ "pour obtenir des nutriments par les racines"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"Trevor allume une lampe. Quand la lampe est allumée, l'énergie électrique se transforme en quelle autre forme d'énergie ?",
+ "choices":[
+ "chimique",
+ "lumière",
+ "mécanique",
+ "potentiel"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"Quels objets seraient les plus utiles à la maison en cas de panne de courant ?",
+ "choices":[
+ "lampes de poche et piles supplémentaires",
+ "chapeaux et crème solaire",
+ "imperméables et parapluies",
+ "insectifuge et vestes"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"Le recyclage des journaux est bon pour l’environnement car il",
+ "choices":[
+ "augmente le besoin d’arbres.",
+ "contribue à préserver les ressources.",
+ "augmente le besoin de décharges.",
+ "aide à éliminer les polluants de l’air."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"Lequel de ces outils est le meilleur pour enregistrer des observations en extérieur ?",
+ "choices":[
+ "une règle",
+ "un graphique",
+ "un cahier",
+ "une calculatrice"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"Comment le système circulatoire et le système respiratoire dépendent-ils l’un de l’autre ?",
+ "choices":[
+ "L’oxygène collecté par le système respiratoire est transporté dans tout le corps par le système circulatoire.",
+ "Les déchets solides collectés par le système circulatoire sont transportés dans tout le corps par le système respiratoire.",
+ "Les nutriments collectés par le système respiratoire sont transportés dans tout le corps par le système circulatoire.",
+ "Le dioxyde de carbone collecté par le système circulatoire est transporté dans tout le corps par le système respiratoire."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"Les feuilles d'un arbre changent de couleur à l'automne. Voici un exemple d'arbre",
+ "choices":[
+ "achever son cycle de vie",
+ "se préparer à la migration",
+ "répondre à son environnement",
+ "début de l'hibernation"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"Quelle partie de la plante est décrite correctement ?",
+ "choices":[
+ "Les tiges produisent des graines.",
+ "Les racines absorbent les nutriments.",
+ "Les feuilles absorbent l'eau.",
+ "Les fleurs font de la nourriture."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/fr_train.json b/data/arc/fr_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ef8a409c617ef7d35af7fc570650c3f5beba21e
--- /dev/null
+++ b/data/arc/fr_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"Lequel des événements suivants au cours de la méiose contribue le plus à la variation au sein d’une espèce ?",
+ "choices":[
+ "appariement des chromosomes",
+ "création de gamètes haploïdes",
+ "ségrégation des allèles",
+ "séparation des chromatides"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"Les moteurs automobiles construits aujourd'hui sont conçus pour être économes en carburant. Ces moteurs ont probablement un impact sur une ville en réduisant",
+ "choices":[
+ "pollution de l'air.",
+ "pollution thermique.",
+ "pollution sonore.",
+ "pollution lumineuse."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"Qu’est-ce qui décrit le mieux la technologie des transports ?",
+ "choices":[
+ "un système utilisé pour déplacer des personnes et des produits",
+ "une entreprise qui transforme des matières premières en biens",
+ "la construction et la finition des structures",
+ "la conversion de l'énergie mécanique en énergie thermique"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"Si 1 kg du composé toluène fond à -95°C, alors 500 g de toluène fondront",
+ "choices":[
+ "fondre à -47,5°C.",
+ "fondre à -95°C.",
+ "faire bouillir à 95°C.",
+ "faire bouillir à 47,5°C."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"Quel trait végétal est hérité ?",
+ "choices":[
+ "la forme de ses feuilles",
+ "la quantité d'eau qu'il reçoit",
+ "la quantité de minéraux qu'il absorbe du sol",
+ "le niveau d'ensoleillement auquel il est exposé"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"Roger a versé de l'eau sur un tas de sable. Une partie du sable a été emportée. Ce processus est similaire à lequel des exemples suivants ?",
+ "choices":[
+ "L'éruption d'un volcan",
+ "L'érosion des parois d'un canyon",
+ "L'élévation des chaînes de montagnes",
+ "La formation de dunes ou de monticules dans un désert"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"Roger rendait visite à son grand-père qui vivait à la ferme. Pendant son séjour, il l'aida à sortir le foin de la grange. Alors qu'il travaillait dans la grange, Roger se mit à éternuer. Quel système du corps était probablement à l'origine de ces éternuements ?",
+ "choices":[
+ "circulatoire",
+ "excréteur",
+ "digestif",
+ "immunitaire"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"Erin a placé son trèfle dans un coin sombre. Elle a vite constaté que les feuilles étaient penchées vers sa fenêtre. De quoi la plante avait-elle le plus besoin de la fenêtre ?",
+ "choices":[
+ "la lumière du soleil pendant la journée",
+ "l'air pendant la journée",
+ "l'obscurité la nuit",
+ "chaleur la nuit"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"Laquelle de ces affirmations concernant les ressources non renouvelables est vraie ?",
+ "choices":[
+ "Ils sont bon marché.",
+ "Ils aident à garder l’air pur.",
+ "Leur formation peut prendre des millions d’années.",
+ "Ils sont utilisés car ils sont facilement retirés du sol."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"Quelle activité humaine a le plus souvent un effet néfaste sur l’environnement ?",
+ "choices":[
+ "respiration",
+ "croissance",
+ "plantation",
+ "pollué"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"Les plantes ont besoin d'une source d'énergie pour réaliser la photosynthèse. De quelle source les plantes tirent-elles l'énergie nécessaire à la photosynthèse ?",
+ "choices":[
+ "oxygène",
+ "sucre",
+ "soleil",
+ "eau"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"Quelle est la température à la surface du Soleil ?",
+ "choices":[
+ "Pas aussi chaud que l'eau bouillante",
+ "Aussi chaud que le feu",
+ "Environ 100°F",
+ "Beaucoup plus chaud que presque tout sur Terre"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"La fonction principale de l’insuline dans notre corps est de",
+ "choices":[
+ "stocker du carburant pour une utilisation ultérieure.",
+ "réguler la quantité de glucose dans le sang.",
+ "augmenter l'efficacité de la consommation de carburant.",
+ "empêcher les bactéries digestives de consommer du glucose."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/hi_test.json b/data/arc/hi_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..58f1da30fe38ebdfeb63618854e2757d1559b4e2
--- /dev/null
+++ b/data/arc/hi_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"जानवरों को पौधों से मिलने वाले भोजन से ऊर्जा मिलती है। पौधे जानवरों द्वारा छोड़े गए पदार्थों को ग्रहण करके जीवित रहते हैं। जानवर कौन सा पदार्थ छोड़ते हैं जिसे पौधे ग्रहण करते हैं?",
+ "choices":[
+ "कार्बन डाईऑक्साइड",
+ "ऑक्सीजन",
+ "नमक",
+ "चीनी"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"जब कोई तारा फटता है तो एक अत्यंत चमकीली वस्तु बनती है। इस वस्तु का नाम क्या है?",
+ "choices":[
+ "नया तारा",
+ "लाल विशाल",
+ "सुपरनोवा",
+ "व्हाइट द्वार्फ"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"कक्षा में पौधों को खिड़की के पास रखा जाता है ताकि पौधों को अधिक धूप मिल सके। टमाटर के पौधे सूर्य के प्रकाश का उपयोग कैसे करते हैं?",
+ "choices":[
+ "पत्तियों में चीनी बनाने के लिए",
+ "तने से स्टार्च का उपयोग करना",
+ "फूलों तक पानी पहुँचाने के लिए",
+ "जड़ों के माध्यम से पोषक तत्व प्राप्त करना"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"ट्रेवर एक लैंप जलाता है। जब लैंप जलता है, तो विद्युत ऊर्जा किस अन्य ऊर्जा रूप में परिवर्तित हो जाती है?",
+ "choices":[
+ "रासायनिक",
+ "रोशनी",
+ "यांत्रिक",
+ "संभावना"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"बिजली गुल होने पर घर में कौन सी चीजें सबसे अधिक उपयोगी होंगी?",
+ "choices":[
+ "फ्लैशलाइट और अतिरिक्त बैटरी",
+ "टोपी और सनस्क्रीन",
+ "रेनकोट और छाते",
+ "कीट स्प्रे और जैकेट"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"समाचार पत्रों का पुनर्चक्रण पर्यावरण के लिए अच्छा है क्योंकि यह",
+ "choices":[
+ "पेड़ों की आवश्यकता बढ़ जाती है.",
+ "संसाधनों के संरक्षण में मदद करता है.",
+ "लैंडफिल की आवश्यकता बढ़ जाती है।",
+ "हवा से प्रदूषकों को हटाने में मदद करता है।"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"इनमें से कौन सा उपकरण बाहरी स्थानों पर अवलोकन रिकॉर्ड करने के लिए सर्वोत्तम है?",
+ "choices":[
+ "एक शासक",
+ "एक ग्राफ",
+ "स्मरण पुस्तक",
+ "एक कैलकुलेटर"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"परिसंचरण तंत्र और श्वसन तंत्र एक दूसरे पर किस प्रकार निर्भर करते हैं?",
+ "choices":[
+ "श्वसन तंत्र द्वारा एकत्रित ऑक्सीजन को परिसंचरण तंत्र द्वारा पूरे शरीर में पहुंचाया जाता है।",
+ "परिसंचरण तंत्र द्वारा एकत्रित ठोस अपशिष्ट को श्वसन तंत्र द्वारा पूरे शरीर में ले जाया जाता है।",
+ "श्वसन तंत्र द्वारा एकत्रित पोषक तत्वों को परिसंचरण तंत्र द्वारा पूरे शरीर में ले जाया जाता है।",
+ "परिसंचरण तंत्र द्वारा एकत्रित कार्बन डाइऑक्साइड को श्वसन तंत्र द्वारा पूरे शरीर में ले जाया जाता है।"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"पतझड़ में पेड़ की पत्तियाँ रंग बदलती हैं। यह एक पेड़ का उदाहरण है",
+ "choices":[
+ "अपना जीवन चक्र पूरा करना",
+ "प्रवास की तैयारी",
+ "अपने वातावरण के प्रति प्रतिक्रिया",
+ "हाइबरनेशन की शुरुआत"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"पौधे के किस भाग का सही वर्णन किया गया है?",
+ "choices":[
+ "तने बीज बनाते हैं।",
+ "जड़ें पोषक तत्वों को अवशोषित करती हैं।",
+ "पत्तियाँ जल सोखती हैं।",
+ "फूल भोजन बनाते हैं."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/hi_train.json b/data/arc/hi_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9f041558fce930dce49e3770b214f618859c101
--- /dev/null
+++ b/data/arc/hi_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"अर्धसूत्रीविभाजन के दौरान निम्नलिखित में से कौन सी घटना किसी प्रजाति के भीतर भिन्नता में सबसे अधिक योगदान देती है?",
+ "choices":[
+ "गुणसूत्रों का युग्मन",
+ "अगुणित युग्मकों का निर्माण",
+ "एलील्स का पृथक्करण",
+ "क्रोमैटिड्स का पृथक्करण"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"आजकल बनाए जाने वाले ऑटोमोबाइल इंजन गैस कुशल होने के लिए डिज़ाइन किए गए हैं। गैस-कुशल इंजन संभवतः शहर को कम करके प्रभावित करते हैं",
+ "choices":[
+ "वायु प्रदूषण।",
+ "गर्मी प्रदूषण.",
+ "ध्वनि प्रदूषण.",
+ "प्रकाश प्रदूषण."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"परिवहन प्रौद्योगिकी का सबसे अच्छा वर्णन कौन सा है?",
+ "choices":[
+ "एक प्रणाली जिसका उपयोग लोगों और उत्पादों को स्थानांतरित करने के लिए किया जाता है",
+ "एक उद्यम जो कच्चे माल को माल में बदलता है",
+ "संरचनाओं का निर्माण और परिष्करण",
+ "यांत्रिक ऊर्जा का ऊष्मा ऊर्जा में रूपांतरण"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"यदि यौगिक टोल्यूनि का 1 किग्रा -95°C पर पिघलता है, तो 500 ग्राम टोल्यूनि बनेगा",
+ "choices":[
+ "-47.5°C पर पिघलता है।",
+ "-95°C पर पिघलता है।",
+ "95°C पर उबालें.",
+ "47.5°C पर उबालें।"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"कौन सा पौधा गुण वंशागत होता है?",
+ "choices":[
+ "इसके पत्तों का आकार",
+ "इसे प्राप्त होने वाले पानी की मात्रा",
+ "मिट्टी से अवशोषित खनिजों की संख्या",
+ "सूर्य के प्रकाश का वह स्तर जिससे वह उजागर होता है"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"रोजर ने रेत के ढेर पर पानी डाला। कुछ रेत बह गई। यह प्रक्रिया निम्न में से किससे मिलती जुलती है?",
+ "choices":[
+ "ज्वालामुखी का विस्फोट",
+ "घाटी की दीवारों का क्षरण",
+ "पर्वत श्रृंखलाओं का उत्थान",
+ "रेगिस्तान में टीलों या टीलों का निर्माण"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"रोजर अपने दादा से मिलने गया जो खेत पर रहते हैं। जब वह वहाँ था, तो उसने खलिहान से घास हटाने में अपने दादा की मदद की। खलिहान में काम करते समय रोजर को छींक आने लगी। शरीर के किस तंत्र के कारण रोजर को छींक आने की सबसे अधिक संभावना है?",
+ "choices":[
+ "फिरनेवाला",
+ "निकालनेवाला",
+ "पाचन",
+ "प्रतिरक्षा"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"एरिन ने अपने शमरॉक पौधे को एक अंधेरे कोने में रख दिया। जल्द ही उसने देखा कि पत्तियाँ उसकी खिड़की की ओर झुक गई थीं। पौधे को खिड़की से सबसे ज़्यादा किस चीज़ की ज़रूरत थी?",
+ "choices":[
+ "दिन के समय सूर्य का प्रकाश",
+ "दिन के दौरान हवा",
+ "रात को अँधेरा",
+ "रात में गर्मी"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"अनवीकरणीय संसाधनों के बारे में इनमें से कौन सा कथन सत्य है?",
+ "choices":[
+ "वे सस्ते हैं.",
+ "वे हवा को स्वच्छ रखने में मदद करते हैं।",
+ "इनके बनने में लाखों वर्ष लग सकते हैं।",
+ "इनका उपयोग इसलिए किया जाता है क्योंकि इन्हें जमीन से आसानी से निकाला जा सकता है।"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"कौन सी मानवीय गतिविधि पर्यावरण पर सबसे अधिक हानिकारक प्रभाव डालती है?",
+ "choices":[
+ "साँस लेने",
+ "बढ़ रही है",
+ "रोपण",
+ "प्रदूषण"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"पौधों को प्रकाश संश्लेषण करने के लिए ऊर्जा के स्रोत की आवश्यकता होती है। पौधे प्रकाश संश्लेषण करने के लिए आवश्यक ऊर्जा किस स्रोत से प्राप्त करते हैं?",
+ "choices":[
+ "ऑक्सीजन",
+ "चीनी",
+ "सूर्य का प्रकाश",
+ "पानी"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"सूर्य की सतह पर कितनी गर्मी है?",
+ "choices":[
+ "उबलते पानी जितना गर्म नहीं",
+ "लगभग आग जितना गर्म",
+ "लगभग 100°F",
+ "पृथ्वी पर मौजूद किसी भी चीज़ से कहीं ज़्यादा गर्म"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"हमारे शरीर में इंसुलिन का प्राथमिक कार्य है",
+ "choices":[
+ "बाद में उपयोग के लिए ईंधन का भंडारण करें।",
+ "रक्त में ग्लूकोज की मात्रा को नियंत्रित करें।",
+ "ईंधन खपत की दक्षता में वृद्धि.",
+ "पाचन बैक्टीरिया को ग्लूकोज़ का उपभोग करने से रोकें।"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/id_test.json b/data/arc/id_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf170a13ad5943b9ce367b3049062a65b48fef17
--- /dev/null
+++ b/data/arc/id_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"Hewan memperoleh energi dari memakan makanan yang berasal dari tumbuhan. Tumbuhan bertahan hidup dengan menyerap zat-zat yang dikeluarkan oleh hewan. Zat apa yang dikeluarkan hewan yang diserap oleh tumbuhan?",
+ "choices":[
+ "karbon dioksida",
+ "oksigen",
+ "garam",
+ "gula"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"Ketika sebuah bintang meledak, terbentuklah sebuah objek yang sangat terang. Apa nama objek ini?",
+ "choices":[
+ "baru",
+ "Raksasa merah",
+ "supernova",
+ "katai putih"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"Kelas meletakkan pot tanaman di dekat jendela sehingga tanaman bisa mendapatkan lebih banyak sinar matahari. Bagaimana tanaman tomat memanfaatkan sinar matahari?",
+ "choices":[
+ "untuk membuat gula di daun",
+ "untuk menggunakan pati dari batangnya",
+ "untuk memindahkan air ke bunga",
+ "untuk mendapatkan nutrisi melalui akar"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"Trevor menyalakan lampu. Saat lampu menyala, energi listrik berubah menjadi bentuk energi yang mana?",
+ "choices":[
+ "kimia",
+ "lampu",
+ "mekanis",
+ "potensi"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"Barang apa saja yang paling berguna di rumah saat listrik padam?",
+ "choices":[
+ "senter dan baterai cadangan",
+ "topi dan tabir surya",
+ "jas hujan dan payung",
+ "semprotan serangga dan jaket"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"Mendaur ulang koran baik untuk lingkungan karena",
+ "choices":[
+ "meningkatkan kebutuhan terhadap pohon.",
+ "membantu melestarikan sumber daya.",
+ "meningkatkan kebutuhan akan tempat pembuangan sampah.",
+ "membantu menghilangkan polutan dari udara."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"Alat manakah yang terbaik untuk merekam pengamatan di luar ruangan?",
+ "choices":[
+ "seorang penggaris",
+ "sebuah grafik",
+ "buku catatan",
+ "kalkulator"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"Bagaimana sistem peredaran darah dan sistem pernapasan saling bergantung?",
+ "choices":[
+ "Oksigen yang dikumpulkan oleh sistem pernapasan dibawa ke seluruh tubuh oleh sistem peredaran darah.",
+ "Sampah padat yang dikumpulkan oleh sistem peredaran darah dibawa ke seluruh tubuh oleh sistem pernapasan.",
+ "Nutrisi yang dikumpulkan oleh sistem pernapasan dibawa ke seluruh tubuh oleh sistem peredaran darah.",
+ "Karbon dioksida yang dikumpulkan oleh sistem peredaran darah dibawa ke seluruh tubuh oleh sistem pernapasan."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"Daun pohon berubah warna di musim gugur. Ini adalah contoh pohon",
+ "choices":[
+ "menyelesaikan siklus hidupnya",
+ "mempersiapkan migrasi",
+ "menanggapi lingkungannya",
+ "memulai hibernasi"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"Bagian tanaman manakah yang dijelaskan dengan benar?",
+ "choices":[
+ "Batang menghasilkan biji.",
+ "Akar menyerap nutrisi.",
+ "Daun menyerap air.",
+ "Bunga membuat makanan."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/id_train.json b/data/arc/id_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d530e839d1968fedb94d9d7d7255deafa008199
--- /dev/null
+++ b/data/arc/id_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"Peristiwa manakah selama meiosis yang paling banyak menyumbang terhadap variasi dalam suatu spesies?",
+ "choices":[
+ "pasangan kromosom",
+ "penciptaan gamet haploid",
+ "pemisahan alel",
+ "pemisahan kromatid"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"Mesin mobil yang diproduksi saat ini dirancang agar hemat bahan bakar. Mesin hemat bahan bakar kemungkinan besar memengaruhi kota dengan mengurangi emisi karbon dioksida.",
+ "choices":[
+ "polusi udara.",
+ "polusi panas.",
+ "polusi suara.",
+ "polusi cahaya."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"Mana yang paling menggambarkan teknologi transportasi?",
+ "choices":[
+ "sistem yang digunakan untuk memindahkan orang dan produk",
+ "suatu perusahaan yang mengubah bahan baku menjadi barang",
+ "pembangunan dan penyelesaian struktur",
+ "konversi energi mekanik menjadi energi panas"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"Jika 1 kg senyawa toluena meleleh pada suhu -95°C, maka 500 g toluena akan meleleh pada suhu -95°C.",
+ "choices":[
+ "mencair pada -47,5°C.",
+ "meleleh pada -95°C.",
+ "mendidih pada suhu 95°C.",
+ "mendidih pada suhu 47,5°C."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"Sifat tanaman manakah yang diwariskan?",
+ "choices":[
+ "bentuk daunnya",
+ "jumlah air yang diterimanya",
+ "jumlah mineral yang diserap dari tanah",
+ "tingkat cahaya matahari yang diterimanya"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"Roger menuangkan air ke atas tumpukan pasir. Sebagian pasir terhanyut. Proses ini mirip dengan yang mana dari berikut ini?",
+ "choices":[
+ "Letusan gunung berapi",
+ "Erosi dinding ngarai",
+ "Pengangkatan pegunungan",
+ "Terbentuknya bukit pasir atau gundukan di gurun"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"Roger mengunjungi kakeknya yang tinggal di sebuah peternakan. Saat berada di sana, ia membantu kakeknya memindahkan jerami dari lumbung. Saat Roger bekerja di lumbung, ia mulai bersin. Sistem tubuh manakah yang paling mungkin menyebabkan Roger bersin?",
+ "choices":[
+ "peredaran darah",
+ "ekskresi",
+ "berkenaan dgn pencernaan",
+ "imun"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"Erin meletakkan tanaman shamrocknya di sudut yang gelap. Tak lama kemudian, ia melihat daun-daunnya condong ke arah jendela. Apa yang paling dibutuhkan tanaman itu dari jendela?",
+ "choices":[
+ "sinar matahari pada siang hari",
+ "udara pada siang hari",
+ "kegelapan di malam hari",
+ "kehangatan di malam hari"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"Pernyataan mana yang benar tentang sumber daya tak terbarukan?",
+ "choices":[
+ "Mereka tidak mahal.",
+ "Mereka membantu menjaga udara tetap bersih.",
+ "Mereka membutuhkan waktu jutaan tahun untuk terbentuk.",
+ "Mereka digunakan karena mudah dikeluarkan dari tanah."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"Aktivitas manusia manakah yang paling sering memberikan dampak buruk terhadap lingkungan?",
+ "choices":[
+ "pernafasan",
+ "pertumbuhan",
+ "penanaman",
+ "mencemari"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"Tumbuhan membutuhkan sumber energi untuk melakukan fotosintesis. Dari sumber manakah tumbuhan memperoleh energi yang dibutuhkan untuk melakukan fotosintesis?",
+ "choices":[
+ "oksigen",
+ "gula",
+ "sinar matahari",
+ "air"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"Seberapa panas permukaan Matahari?",
+ "choices":[
+ "Tidak sepanas air mendidih",
+ "Hampir sepanas api",
+ "Sekitar 100°F",
+ "Jauh lebih panas daripada hampir semua hal di Bumi"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"Fungsi utama insulin dalam tubuh kita adalah untuk",
+ "choices":[
+ "menyimpan bahan bakar untuk penggunaan selanjutnya.",
+ "mengatur jumlah glukosa dalam darah.",
+ "meningkatkan efisiensi konsumsi bahan bakar.",
+ "mencegah bakteri pencernaan mengonsumsi glukosa."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/ja_test.json b/data/arc/ja_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..08c92cc19e1f8928bba6a10cff2ab4957b0189c5
--- /dev/null
+++ b/data/arc/ja_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"動物は植物から得られる食物を食べることでエネルギーを得ます。植物は動物が放出する物質を摂取することで生きています。動物が放出し、植物が吸収する物質は何でしょうか？",
+ "choices":[
+ "二酸化炭素",
+ "酸素",
+ "塩",
+ "砂糖"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"星が爆発すると、非常に明るい天体が形成されます。この天体の名前は何ですか？",
+ "choices":[
+ "新星",
+ "赤色巨星",
+ "超新星",
+ "白色矮星"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"クラスでは、植物がより多くの日光を浴びられるように、プランターを窓辺に置きます。トマトの苗はどのように日光を利用しているのでしょうか？",
+ "choices":[
+ "葉に砂糖を作る",
+ "茎からデンプンを使用する",
+ "花に水をやる",
+ "根から栄養分を得る"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"トレバーはランプを点灯します。ランプが点灯すると、電気エネルギーはどのような他の形態のエネルギーに変化しますか？",
+ "choices":[
+ "化学薬品",
+ "ライト",
+ "機械式",
+ "潜在的"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"停電時に家庭で最も役立つアイテムは何でしょうか?",
+ "choices":[
+ "懐中電灯と予備の電池",
+ "帽子と日焼け止め",
+ "レインコートと傘",
+ "虫除けスプレーとジャケット"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"新聞をリサイクルすることは環境に良い。",
+ "choices":[
+ "木々の必要性が高まります。",
+ "資源の節約に役立ちます。",
+ "埋め立て地の必要性が高まります。",
+ "空気中の汚染物質を除去するのに役立ちます。"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"屋外での観察を記録するのに最適なツールはどれですか?",
+ "choices":[
+ "支配者",
+ "グラフ",
+ "ノートブック",
+ "電卓"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"循環器系と呼吸器系はどのように相互に依存しているのでしょうか?",
+ "choices":[
+ "呼吸器系によって集められた酸素は循環器系によって体全体に運ばれます。",
+ "循環器系によって集められた固形老廃物は、呼吸器系によって体全体に運ばれます。",
+ "呼吸器系によって集められた栄養素は、循環器系によって体全体に運ばれます。",
+ "循環器系によって集められた二酸化炭素は、呼吸器系によって体全体に運ばれます。"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"木の葉は秋に色づきます。これは木の例です",
+ "choices":[
+ "ライフサイクルを完了する",
+ "移行の準備",
+ "環境への反応",
+ "冬眠の始まり"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"植物のどの部分が正しく説明されていますか?",
+ "choices":[
+ "茎は種子を作ります。",
+ "根は栄養分を吸収します。",
+ "葉は水を吸収します。",
+ "花は食べ物を作ります。"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/ja_train.json b/data/arc/ja_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..7977e1bc664bc349f5ee380803e514dcffa3da0f
--- /dev/null
+++ b/data/arc/ja_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"減数分裂中の次の出来事のうち、種内の変異に最も寄与するものはどれですか?",
+ "choices":[
+ "染色体の対合",
+ "半数体配偶子の作成",
+ "対立遺伝子の分離",
+ "染色分体の分離"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"今日の自動車エンジンは燃費効率を重視して設計されています。燃費の良いエンジンは、都市の燃費を低下させることで、都市に最も大きな影響を与えると考えられます。",
+ "choices":[
+ "大気汚染。",
+ "熱汚染。",
+ "騒音公害。",
+ "光害。"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"輸送技術を最もよく表しているのはどれですか?",
+ "choices":[
+ "人や物を移動させるために使用されるシステム",
+ "原材料を商品に変える企業",
+ "構造物の建設と仕上げ",
+ "機械エネルギーを熱エネルギーに変換すること"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"1kgのトルエンが-95℃で融解するとすると、500gのトルエンは",
+ "choices":[
+ "-47.5°Cで溶けます。",
+ "-95℃で溶けます。",
+ "95℃で沸騰します。",
+ "47.5℃で沸騰します。"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"どの植物特性が遺伝しますか?",
+ "choices":[
+ "葉の形",
+ "受け取る水の量",
+ "土壌から吸収するミネラルの量",
+ "受ける日光のレベル"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"ロジャーは砂の山に水を注ぎました。砂の一部は流されました。この過程は次のどれに似ていますか？",
+ "choices":[
+ "火山の噴火",
+ "峡谷の壁の浸食",
+ "山脈の隆起",
+ "砂漠における砂丘や塚の形成"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"ロジャーは農場に住む祖父を訪ねました。滞在中、祖父が納屋から干し草を運び出すのを手伝いました。納屋で作業をしていると、ロジャーはくしゃみをし始めました。ロジャーのくしゃみの原因として最も可能性が高いのは、体のどの器官でしょうか？",
+ "choices":[
+ "循環器系",
+ "排泄",
+ "消化器",
+ "免疫"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"エリンはシャムロックを暗い隅に置きました。するとすぐに、葉が窓の方に傾いていることに気づきました。シャムロックは窓から何を求めているのでしょうか？",
+ "choices":[
+ "日中の日光",
+ "日中の空気",
+ "夜の暗闇",
+ "夜の暖かさ"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"再生不可能な資源に関する次の記述のうち正しいものはどれですか?",
+ "choices":[
+ "安価です。",
+ "空気をきれいに保つのに役立ちます。",
+ "それらが形成されるには何百万年もかかることがあります。",
+ "地面から簡単に取り外せるため使用されます。"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"環境に最も有害な影響を及ぼす人間の活動は何ですか?",
+ "choices":[
+ "呼吸",
+ "成長している",
+ "植付",
+ "汚染"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"植物は光合成を行うためにエネルギー源を必要とします。植物は光合成に必要なエネルギーをどこから得ているのでしょうか？",
+ "choices":[
+ "酸素",
+ "砂糖",
+ "日光",
+ "水"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"太陽の表面はどれくらい熱いのでしょうか?",
+ "choices":[
+ "沸騰したお湯ほど熱くはない",
+ "火のように熱い",
+ "約100°F",
+ "地球上のほとんどのものよりもはるかに暑い"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"私たちの体内でのインスリンの主な機能は",
+ "choices":[
+ "後で使用するために燃料を貯蔵します。",
+ "血液中のブドウ糖の量を調節します。",
+ "燃料消費効率を高めます。",
+ "消化細菌がブドウ糖を消費するのを防ぎます。"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/jv_test.json b/data/arc/jv_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..84d27c3e6acffb3c8ad109a7720a28bedb5bebfb
--- /dev/null
+++ b/data/arc/jv_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"Kewan entuk energi saka mangan panganan sing asale saka tanduran. Tanduran urip kanthi njupuk zat sing dibebasake saka kewan. Zat apa sing dibebasake kewan sing dijupuk tanduran?",
+ "choices":[
+ "karbon dioksida",
+ "oksigen",
+ "uyah",
+ "gula"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"Nalika lintang njeblug, obyek sing padhang banget dibentuk. Apa jeneng obyek iki?",
+ "choices":[
+ "nova",
+ "raksasa abang",
+ "supernova",
+ "kurcaci putih"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"Ing kelas sijine tanduran ing jejere jendhela supaya tanduran bisa entuk luwih akeh sinar matahari. Kepiye carane tanduran tomat nggunakake sinar matahari?",
+ "choices":[
+ "kanggo nggawe gula ing godhong",
+ "nggunakake pati saka batang",
+ "kanggo mindhah banyu menyang kembang",
+ "kanggo entuk nutrisi liwat oyod"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"Trevor nguripake lampu. Nalika lampu urip, energi listrik diganti dadi bentuk energi liyane?",
+ "choices":[
+ "kimia",
+ "cahya",
+ "mekanik",
+ "potensial"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"Barang apa sing paling migunani ing omah nalika listrik mati?",
+ "choices":[
+ "senter lan baterei ekstra",
+ "topi lan sunscreen",
+ "jas hujan lan payung",
+ "semprotan serangga lan jaket"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"Daur ulang koran apik kanggo lingkungan amarga",
+ "choices":[
+ "mundhak perlu kanggo wit.",
+ "mbantu ngirit sumber daya.",
+ "mundhak perlu kanggo landfills.",
+ "mbantu mbusak rereged saka udhara."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"Apa alat iki sing paling apik kanggo ngrekam pengamatan ing njaba?",
+ "choices":[
+ "panguwasa",
+ "grafik",
+ "notebook",
+ "kalkulator"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"Kepiye sistem sirkulasi lan sistem pernapasan gumantung siji lan sijine?",
+ "choices":[
+ "Oksigen sing diklumpukake dening sistem pernapasan digawa menyang awak kanthi sistem sirkulasi.",
+ "Limbah padat sing diklumpukake dening sistem sirkulasi digawa menyang awak kanthi sistem pernapasan.",
+ "Nutrisi sing diklumpukake dening sistem pernapasan digawa menyang awak kanthi sistem sirkulasi.",
+ "Karbon dioksida sing diklumpukake dening sistem sirkulasi digawa menyang awak dening sistem pernapasan."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"Godhong wit ganti warna ing musim gugur. Iki minangka conto wit",
+ "choices":[
+ "ngrampungake siklus uripe",
+ "nyiapake kanggo migrasi",
+ "nanggapi lingkungane",
+ "miwiti hibernasi"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"Bagian tanduran endi sing digambarake kanthi bener?",
+ "choices":[
+ "Batang nggawe wiji.",
+ "Oyod nyerep nutrisi.",
+ "Godhong nyerep banyu.",
+ "Kembang nggawe panganan."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/jv_train.json b/data/arc/jv_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b02657802caad9c93ffb52504a676da1e57a443
--- /dev/null
+++ b/data/arc/jv_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"Kedadeyan apa ing ngisor iki sajrone meiosis sing paling nyumbang kanggo variasi ing spesies?",
+ "choices":[
+ "pasangan kromosom",
+ "penciptaan gamet haploid",
+ "pemisahan alel",
+ "pamisahan kromatid"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"Mesin mobil sing dibangun saiki dirancang supaya irit gas. Mesin efisien gas paling kamungkinan mengaruhi kutha kanthi ngurangi",
+ "choices":[
+ "polusi udara.",
+ "polusi panas.",
+ "polusi swara.",
+ "polusi cahya."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"Kang paling nggambarake teknologi transportasi?",
+ "choices":[
+ "sistem sing digunakake kanggo mindhah wong lan produk",
+ "perusahaan sing ngganti bahan mentah dadi barang",
+ "bangunan lan finishing struktur",
+ "konversi energi mekanik dadi energi panas"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"Yen 1 kg senyawa toluene lebur ing -95°C, banjur 500 g toluene bakal",
+ "choices":[
+ "nyawiji ing -47,5 ° C.",
+ "nyawiji ing -95 ° C.",
+ "godhok ing 95 ° C.",
+ "godhok ing 47,5 ° C."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"Sifat tanduran apa sing diwarisake?",
+ "choices":[
+ "wujude godhonge",
+ "jumlah banyu sing ditampa",
+ "jumlah mineral sing diserap saka lemah",
+ "tingkat suryo srengenge kang kapapar"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"Roger diwutahake banyu ing tumpukan wedhi. Sawetara wedhi kakumbah. Proses iki padha karo endi ing ngisor iki?",
+ "choices":[
+ "Jeblugan gunung geni",
+ "Erosi tembok ngarai",
+ "Unggah-ungguhing pagunungan",
+ "Pembentukan gumuk utawa gundukan ing ara-ara samun"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"Roger marani mbah kakunge sing manggon ing sawah. Nalika ana ing kana, dheweke nulungi mbah kakunge mindhahake jerami saka kandhang. Nalika Roger makarya ing kandhang, dheweke wiwit wahing. Sistem awak endi sing nyebabake Roger bisa wahing?",
+ "choices":[
+ "sirkulasi",
+ "ekskresi",
+ "pencernaan",
+ "kekebalan"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"Erin nyelehake tanduran shamrock ing pojok peteng. Ora suwe dheweke weruh yen godhong-godhongan wis miring menyang jendela. Apa sing paling dibutuhake tanduran saka jendhela?",
+ "choices":[
+ "srengenge ing wayah awan",
+ "hawa ing wayah awan",
+ "pepeteng ing wayah wengi",
+ "anget ing wayah wengi"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"Endi saka pratelan kasebut babagan sumber daya sing ora bisa dianyari sing bener?",
+ "choices":[
+ "Padha inexpensive.",
+ "Dheweke mbantu njaga hawa resik.",
+ "Padha bisa njupuk yuta taun kanggo mbentuk.",
+ "Iki digunakake amarga gampang dicopot saka lemah."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"Apa kegiatan manungsa sing paling kerep duweni efek mbebayani ing lingkungan?",
+ "choices":[
+ "ambegan",
+ "tuwuh",
+ "nandur",
+ "polusi"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"Tanduran butuh sumber energi kanggo nindakake fotosintesis. Saka sumber endi tanduran nampa energi sing dibutuhake kanggo fotosintesis?",
+ "choices":[
+ "oksigen",
+ "gula",
+ "suryo srengenge",
+ "banyu"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"Carane panas ing lumahing Srengéngé?",
+ "choices":[
+ "Ora panas banget kaya banyu sing nggodhok",
+ "Kira-kira panas kaya geni",
+ "Kira-kira 100 ° F",
+ "Luwih panas tinimbang meh kabeh ing Bumi"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"Fungsi utama insulin ing awak kita yaiku",
+ "choices":[
+ "nyimpen bahan bakar kanggo nggunakake mengko.",
+ "ngatur jumlah glukosa ing getih.",
+ "nambah efisiensi konsumsi bahan bakar.",
+ "nyegah bakteri pencernaan saka ngonsumsi glukosa."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/mr_test.json b/data/arc/mr_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..979ca6b73ac7ab7cd2883050d72cf3894aa663b5
--- /dev/null
+++ b/data/arc/mr_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"वनस्पतींपासून मिळणारे अन्न खाल्ल्याने प्राण्यांना ऊर्जा मिळते. प्राण्यांनी सोडलेले पदार्थ आत्मसात करून वनस्पती जगतात. वनस्पती जे पदार्थ आत्मसात करतात ते प्राणी आत्मसात करतात.",
+ "choices":[
+ "कार्बन डायऑक्साइड",
+ "ऑक्सिजन",
+ "मीठ",
+ "साखर"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"जेव्हा एखाद्या ताऱ्याचा स्फोट होतो तेव्हा एक तीव्र तेजस्वी वस्तू तयार होते. या वस्तूचे नाव काय आहे?",
+ "choices":[
+ "नोव्हा",
+ "लाल राक्षस",
+ "सुपरनोव्हा",
+ "पांढरा बटू"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"वर्ग रोपांना खिडकीजवळ ठेवतो जेणेकरून झाडांना जास्त सूर्यप्रकाश मिळेल. टोमॅटोची झाडे सूर्यप्रकाश कसा वापरतात?",
+ "choices":[
+ "पानांमध्ये साखर बनवणे",
+ "देठापासून मिळणारा स्टार्च वापरणे",
+ "फुलांना पाणी देणे",
+ "मुळांमधून पोषक तत्वे मिळवण्यासाठी"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"ट्रेव्हर दिवा लावतो. दिवा चालू असताना विद्युत ऊर्जा कोणत्या प्रकारच्या उर्जेत बदलते?",
+ "choices":[
+ "रासायनिक",
+ "प्रकाश",
+ "यांत्रिक",
+ "क्षमता"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"वीजपुरवठा खंडित झाल्यास घरात कोणत्या वस्तू सर्वात जास्त उपयुक्त ठरतील?",
+ "choices":[
+ "टॉर्च आणि अतिरिक्त बॅटरी",
+ "टोप्या आणि सनस्क्रीन",
+ "रेनकोट आणि छत्री",
+ "कीटकनाशक स्प्रे आणि जॅकेट"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"वर्तमानपत्रांचा पुनर्वापर पर्यावरणासाठी चांगला आहे कारण तो",
+ "choices":[
+ "झाडांची गरज वाढवते.",
+ "संसाधनांचे जतन करण्यास मदत करते.",
+ "कचराकुंड्यांची गरज वाढवते.",
+ "हवेतील प्रदूषक पदार्थ काढून टाकण्यास मदत करते."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"बाहेरील निरीक्षणे रेकॉर्ड करण्यासाठी यापैकी कोणते साधन सर्वोत्तम आहे?",
+ "choices":[
+ "एक शासक",
+ "आलेख",
+ "एक वही",
+ "कॅल्क्युलेटर"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"रक्ताभिसरण आणि श्वसन संस्था एकमेकांवर कसे अवलंबून असतात?",
+ "choices":[
+ "श्वसनसंस्थेद्वारे गोळा केलेला ऑक्सिजन रक्ताभिसरणसंस्थेद्वारे संपूर्ण शरीरात वाहून नेला जातो.",
+ "रक्ताभिसरण प्रणालीद्वारे गोळा केलेला घन कचरा श्वसन प्रणालीद्वारे संपूर्ण शरीरात वाहून नेला जातो.",
+ "श्वसनसंस्थेद्वारे गोळा केलेले पोषक घटक रक्ताभिसरणसंस्थेद्वारे संपूर्ण शरीरात वाहून नेले जातात.",
+ "रक्ताभिसरण प्रणालीद्वारे गोळा केलेला कार्बन डायऑक्साइड श्वसन प्रणालीद्वारे संपूर्ण शरीरात वाहून नेला जातो."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"शरद ऋतूमध्ये झाडाची पाने रंग बदलतात. हे झाडाचे उदाहरण आहे",
+ "choices":[
+ "त्याचे जीवनचक्र पूर्ण करणे",
+ "स्थलांतराची तयारी",
+ "त्याच्या वातावरणाला प्रतिसाद देणे",
+ "सुरुवातीची झोप"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"वनस्पतीच्या कोणत्या भागाचे योग्य वर्णन केले आहे?",
+ "choices":[
+ "देठांपासून बिया तयार होतात.",
+ "मुळे पोषकद्रव्ये शोषून घेतात.",
+ "पाने पाणी शोषून घेतात.",
+ "फुले अन्न बनवतात."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/mr_train.json b/data/arc/mr_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..02c6c2498023fbf7939e3556093de53ecfba1a97
--- /dev/null
+++ b/data/arc/mr_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"मेयोसिस दरम्यान खालीलपैकी कोणत्या घटना प्रजातीमधील फरकात सर्वाधिक योगदान देतात?",
+ "choices":[
+ "गुणसूत्रांची जोडी",
+ "हॅप्लॉइड गेमेट्सची निर्मिती",
+ "अॅलील्सचे पृथक्करण",
+ "क्रोमेटिड्सचे पृथक्करण"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"आज बनवलेले ऑटोमोबाईल इंजिन गॅस कार्यक्षम असण्यासाठी डिझाइन केलेले आहेत. गॅस-कार्यक्षम इंजिन बहुधा शहरावर परिणाम करतात ज्यामुळे",
+ "choices":[
+ "वायू प्रदूषण.",
+ "उष्णता प्रदूषण.",
+ "ध्वनी प्रदूषण.",
+ "प्रकाश प्रदूषण."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"वाहतूक तंत्रज्ञानाचे सर्वोत्तम वर्णन कोणते करते?",
+ "choices":[
+ "लोक आणि उत्पादने हलविण्यासाठी वापरली जाणारी एक प्रणाली",
+ "कच्च्या मालाचे वस्तूंमध्ये रूपांतर करणारा उद्योग",
+ "संरचनांचे बांधकाम आणि परिष्करण",
+ "यांत्रिक ऊर्जेचे उष्णता उर्जेमध्ये रूपांतर"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"जर १ किलो टोल्युइन संयुग -९५°C तापमानावर वितळले, तर ५०० ग्रॅम टोल्युइन",
+ "choices":[
+ "-४७.५°C वर वितळणे.",
+ "-९५°C वर वितळणे.",
+ "९५°C वर उकळवा.",
+ "४७.५°C वर उकळवा."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"कोणत्या वनस्पतीचे गुणधर्म वारशाने मिळतात?",
+ "choices":[
+ "त्याच्या पानांचा आकार",
+ "त्याला मिळणाऱ्या पाण्याचे प्रमाण",
+ "मातीतून शोषून घेणाऱ्या खनिजांची संख्या",
+ "सूर्यप्रकाशाची पातळी ज्यावर तो पडतो"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"रॉजरने वाळूच्या ढिगाऱ्यावर पाणी ओतले. काही वाळू वाहून गेली. ही प्रक्रिया खालीलपैकी कशासारखी आहे?",
+ "choices":[
+ "ज्वालामुखीचा उद्रेक",
+ "कॅन्यनच्या भिंतींची धूप",
+ "पर्वतरांगांचे उत्थान",
+ "वाळवंटात ढिगारे किंवा ढिगाऱ्यांची निर्मिती"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"रॉजर त्याच्या आजोबांना भेटायला गेला जो शेतावर राहतो. तो तिथे असताना, त्याने आजोबांना गोठ्यातून गवत बाहेर काढण्यास मदत केली. गोठ्यात काम करत असताना रॉजरला शिंका येऊ लागल्या. शरीराच्या कोणत्या अवयवामुळे रॉजरला शिंका येणे शक्य आहे?",
+ "choices":[
+ "रक्ताभिसरण",
+ "उत्सर्जन",
+ "पचनसंस्थेसंबंधी",
+ "रोगप्रतिकारक"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"एरिनने तिचा शेमरॉक रोप एका अंधाऱ्या कोपऱ्यात ठेवला. लवकरच तिला दिसले की पाने तिच्या खिडकीकडे झुकली आहेत. खिडकीतून त्या झाडाला सर्वात जास्त कशाची गरज होती?",
+ "choices":[
+ "दिवसा सूर्यप्रकाश",
+ "दिवसा हवा",
+ "रात्रीचा अंधार",
+ "रात्रीची उष्णता"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"अपारंपरिक संसाधनांबद्दल खालीलपैकी कोणते विधान खरे आहे?",
+ "choices":[
+ "ते स्वस्त आहेत.",
+ "ते हवा स्वच्छ ठेवण्यास मदत करतात.",
+ "त्यांना तयार होण्यासाठी लाखो वर्षे लागू शकतात.",
+ "ते जमिनीवरून सहज काढले जाऊ शकतात म्हणून वापरले जातात."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"कोणत्या मानवी क्रियाकलापांचा पर्यावरणावर सर्वाधिक हानिकारक परिणाम होतो?",
+ "choices":[
+ "श्वास घेणे",
+ "वाढत आहे",
+ "लागवड",
+ "प्रदूषणकारी"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"प्रकाशसंश्लेषण करण्यासाठी वनस्पतींना उर्जेचा स्रोत आवश्यक असतो. प्रकाशसंश्लेषण करण्यासाठी आवश्यक असलेली ऊर्जा वनस्पतींना कोणत्या स्रोतापासून मिळते?",
+ "choices":[
+ "ऑक्सिजन",
+ "साखर",
+ "सूर्यप्रकाश",
+ "पाणी"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"सूर्याच्या पृष्ठभागावर किती उष्णता असते?",
+ "choices":[
+ "उकळत्या पाण्याइतके गरम नाही",
+ "आगीइतके गरम",
+ "सुमारे १००°F",
+ "पृथ्वीवरील जवळजवळ कोणत्याही गोष्टीपेक्षा खूपच गरम"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"आपल्या शरीरात इन्सुलिनचे प्राथमिक कार्य म्हणजे",
+ "choices":[
+ "नंतरच्या वापरासाठी इंधन साठवा.",
+ "रक्तातील ग्लुकोजचे प्रमाण नियंत्रित करा.",
+ "इंधन वापराची कार्यक्षमता वाढवा.",
+ "पाचक जीवाणूंना ग्लुकोज सेवन करण्यापासून रोखा."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/pa_test.json b/data/arc/pa_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..f107e7861be6820420ab560d69099e822435ed4f
--- /dev/null
+++ b/data/arc/pa_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"ਜਾਨਵਰ ਪੌਦਿਆਂ ਤੋਂ ਪ੍ਰਾਪਤ ਭੋਜਨ ਖਾਣ ਤੋਂ ਊਰਜਾ ਪ੍ਰਾਪਤ ਕਰਦੇ ਹਨ। ਪੌਦੇ ਜਾਨਵਰਾਂ ਦੁਆਰਾ ਛੱਡੇ ਗਏ ਪਦਾਰਥਾਂ ਨੂੰ ਗ੍ਰਹਿਣ ਕਰਕੇ ਜਿਉਂਦੇ ਰਹਿੰਦੇ ਹਨ। ਜਾਨਵਰ ਉਹ ਕਿਹੜਾ ਪਦਾਰਥ ਛੱਡਦੇ ਹਨ ਜੋ ਪੌਦੇ ਲੈਂਦੇ ਹਨ?",
+ "choices":[
+ "ਕਾਰਬਨ ਡਾਈਆਕਸਾਈਡ",
+ "ਆਕਸੀਜਨ",
+ "ਲੂਣ",
+ "ਖੰਡ"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"ਜਦੋਂ ਕੋਈ ਤਾਰਾ ਫਟਦਾ ਹੈ, ਤਾਂ ਇੱਕ ਬਹੁਤ ਹੀ ਚਮਕਦਾਰ ਵਸਤੂ ਬਣਦੀ ਹੈ। ਇਸ ਵਸਤੂ ਦਾ ਨਾਮ ਕੀ ਹੈ?",
+ "choices":[
+ "ਨੋਵਾ",
+ "ਲਾਲ ਦੈਂਤ",
+ "ਸੁਪਰਨੋਵਾ",
+ "ਚਿੱਟਾ ਬੌਣਾ"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"ਕਲਾਸ ਪਲਾਂਟਰਾਂ ਨੂੰ ਖਿੜਕੀ ਕੋਲ ਰੱਖਦੀ ਹੈ ਤਾਂ ਜੋ ਪੌਦਿਆਂ ਨੂੰ ਵਧੇਰੇ ਧੁੱਪ ਮਿਲ ਸਕੇ। ਟਮਾਟਰ ਦੇ ਪੌਦੇ ਸੂਰਜ ਦੀ ਰੌਸ਼ਨੀ ਦੀ ਵਰਤੋਂ ਕਿਵੇਂ ਕਰਦੇ ਹਨ?",
+ "choices":[
+ "ਪੱਤਿਆਂ ਵਿੱਚ ਖੰਡ ਬਣਾਉਣ ਲਈ",
+ "ਤਣਿਆਂ ਤੋਂ ਸਟਾਰਚ ਦੀ ਵਰਤੋਂ ਕਰਨਾ",
+ "ਫੁੱਲਾਂ ਨੂੰ ਪਾਣੀ ਦੇਣ ਲਈ",
+ "ਜੜ੍ਹਾਂ ਰਾਹੀਂ ਪੌਸ਼ਟਿਕ ਤੱਤ ਪ੍ਰਾਪਤ ਕਰਨ ਲਈ"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"ਟ੍ਰੇਵਰ ਇੱਕ ਲੈਂਪ ਜਗਾਉਂਦਾ ਹੈ। ਜਦੋਂ ਲੈਂਪ ਜਗਦਾ ਹੈ, ਤਾਂ ਬਿਜਲੀ ਊਰਜਾ ਊਰਜਾ ਦੇ ਹੋਰ ਕਿਹੜੇ ਰੂਪ ਵਿੱਚ ਬਦਲ ਜਾਂਦੀ ਹੈ?",
+ "choices":[
+ "ਰਸਾਇਣਕ",
+ "ਰੋਸ਼ਨੀ",
+ "ਮਕੈਨੀਕਲ",
+ "ਸੰਭਾਵੀ"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"ਬਿਜਲੀ ਬੰਦ ਹੋਣ ਵੇਲੇ ਘਰ ਵਿੱਚ ਕਿਹੜੀਆਂ ਚੀਜ਼ਾਂ ਸਭ ਤੋਂ ਵੱਧ ਉਪਯੋਗੀ ਹੋਣਗੀਆਂ?",
+ "choices":[
+ "ਟਾਰਚਾਂ ਅਤੇ ਵਾਧੂ ਬੈਟਰੀਆਂ",
+ "ਟੋਪੀਆਂ ਅਤੇ ਸਨਸਕ੍ਰੀਨ",
+ "ਰੇਨਕੋਟ ਅਤੇ ਛਤਰੀਆਂ",
+ "ਕੀੜੇ ਸਪਰੇਅ ਅਤੇ ਜੈਕਟਾਂ"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"ਅਖ਼ਬਾਰਾਂ ਦੀ ਰੀਸਾਈਕਲਿੰਗ ਵਾਤਾਵਰਣ ਲਈ ਚੰਗੀ ਹੈ ਕਿਉਂਕਿ ਇਹ",
+ "choices":[
+ "ਰੁੱਖਾਂ ਦੀ ਲੋੜ ਵਧਾਉਂਦਾ ਹੈ।",
+ "ਸਰੋਤਾਂ ਦੀ ਸੰਭਾਲ ਵਿੱਚ ਮਦਦ ਕਰਦਾ ਹੈ।",
+ "ਲੈਂਡਫਿਲ ਦੀ ਲੋੜ ਨੂੰ ਵਧਾਉਂਦਾ ਹੈ।",
+ "ਹਵਾ ਵਿੱਚੋਂ ਪ੍ਰਦੂਸ਼ਕਾਂ ਨੂੰ ਹਟਾਉਣ ਵਿੱਚ ਮਦਦ ਕਰਦਾ ਹੈ।"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"ਇਹਨਾਂ ਵਿੱਚੋਂ ਕਿਹੜਾ ਔਜ਼ਾਰ ਬਾਹਰੀ ਨਿਰੀਖਣਾਂ ਨੂੰ ਰਿਕਾਰਡ ਕਰਨ ਲਈ ਸਭ ਤੋਂ ਵਧੀਆ ਹੈ?",
+ "choices":[
+ "ਇੱਕ ਸ਼ਾਸਕ",
+ "ਇੱਕ ਗ੍ਰਾਫ਼",
+ "ਇੱਕ ਨੋਟਬੁੱਕ",
+ "ਇੱਕ ਕੈਲਕੁਲੇਟਰ"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"ਸੰਚਾਰ ਪ੍ਰਣਾਲੀ ਅਤੇ ਸਾਹ ਪ੍ਰਣਾਲੀ ਇੱਕ ਦੂਜੇ 'ਤੇ ਕਿਵੇਂ ਨਿਰਭਰ ਕਰਦੇ ਹਨ?",
+ "choices":[
+ "ਸਾਹ ਪ੍ਰਣਾਲੀ ਦੁਆਰਾ ਇਕੱਠੀ ਕੀਤੀ ਗਈ ਆਕਸੀਜਨ ਸੰਚਾਰ ਪ੍ਰਣਾਲੀ ਦੁਆਰਾ ਪੂਰੇ ਸਰੀਰ ਵਿੱਚ ਪਹੁੰਚਾਈ ਜਾਂਦੀ ਹੈ।",
+ "ਸੰਚਾਰ ਪ੍ਰਣਾਲੀ ਦੁਆਰਾ ਇਕੱਠਾ ਕੀਤਾ ਗਿਆ ਠੋਸ ਰਹਿੰਦ-ਖੂੰਹਦ ਸਾਹ ਪ੍ਰਣਾਲੀ ਦੁਆਰਾ ਪੂਰੇ ਸਰੀਰ ਵਿੱਚ ਲਿਜਾਇਆ ਜਾਂਦਾ ਹੈ।",
+ "ਸਾਹ ਪ੍ਰਣਾਲੀ ਦੁਆਰਾ ਇਕੱਠੇ ਕੀਤੇ ਗਏ ਪੌਸ਼ਟਿਕ ਤੱਤ ਸੰਚਾਰ ਪ੍ਰਣਾਲੀ ਦੁਆਰਾ ਪੂਰੇ ਸਰੀਰ ਵਿੱਚ ਲਿਜਾਏ ਜਾਂਦੇ ਹਨ।",
+ "ਸੰਚਾਰ ਪ੍ਰਣਾਲੀ ਦੁਆਰਾ ਇਕੱਠੀ ਕੀਤੀ ਗਈ ਕਾਰਬਨ ਡਾਈਆਕਸਾਈਡ ਸਾਹ ਪ੍ਰਣਾਲੀ ਦੁਆਰਾ ਪੂਰੇ ਸਰੀਰ ਵਿੱਚ ਲਿਜਾਈ ਜਾਂਦੀ ਹੈ।"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"ਪਤਝੜ ਵਿੱਚ ਇੱਕ ਰੁੱਖ ਦੇ ਪੱਤੇ ਰੰਗ ਬਦਲਦੇ ਹਨ। ਇਹ ਇੱਕ ਰੁੱਖ ਦੀ ਇੱਕ ਉਦਾਹਰਣ ਹੈ।",
+ "choices":[
+ "ਆਪਣਾ ਜੀਵਨ ਚੱਕਰ ਪੂਰਾ ਕਰਨਾ",
+ "ਪ੍ਰਵਾਸ ਦੀ ਤਿਆਰੀ",
+ "ਆਪਣੇ ਵਾਤਾਵਰਣ ਪ੍ਰਤੀ ਪ੍ਰਤੀਕਿਰਿਆ ਕਰਨਾ",
+ "ਸ਼ੁਰੂਆਤੀ ਨੀਂਦ"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"ਪੌਦੇ ਦੇ ਕਿਹੜੇ ਹਿੱਸੇ ਦਾ ਸਹੀ ਵਰਣਨ ਕੀਤਾ ਗਿਆ ਹੈ?",
+ "choices":[
+ "ਤਣੇ ਬੀਜ ਬਣਾਉਂਦੇ ਹਨ।",
+ "ਜੜ੍ਹਾਂ ਪੌਸ਼ਟਿਕ ਤੱਤਾਂ ਨੂੰ ਸੋਖ ਲੈਂਦੀਆਂ ਹਨ।",
+ "ਪੱਤੇ ਪਾਣੀ ਸੋਖ ਲੈਂਦੇ ਹਨ।",
+ "ਫੁੱਲ ਭੋਜਨ ਬਣਾਉਂਦੇ ਹਨ।"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/pa_train.json b/data/arc/pa_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..c75e178b97c8d785950fa03885fea9cbc5bd8752
--- /dev/null
+++ b/data/arc/pa_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"ਮੀਓਸਿਸ ਦੌਰਾਨ ਹੇਠ ਲਿਖੀਆਂ ਘਟਨਾਵਾਂ ਵਿੱਚੋਂ ਕਿਹੜੀਆਂ ਇੱਕ ਪ੍ਰਜਾਤੀ ਦੇ ਅੰਦਰ ਭਿੰਨਤਾ ਵਿੱਚ ਸਭ ਤੋਂ ਵੱਧ ਯੋਗਦਾਨ ਪਾਉਂਦੀਆਂ ਹਨ?",
+ "choices":[
+ "ਕ੍ਰੋਮੋਸੋਮ ਦੀ ਜੋੜੀ",
+ "ਹੈਪਲੋਇਡ ਗੇਮੇਟਸ ਦੀ ਰਚਨਾ",
+ "ਐਲੀਲਾਂ ਦਾ ਵੱਖਰਾ ਹੋਣਾ",
+ "ਕ੍ਰੋਮੈਟਿਡਸ ਦਾ ਵੱਖ ਹੋਣਾ"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"ਅੱਜ-ਕੱਲ੍ਹ ਬਣਾਏ ਗਏ ਆਟੋਮੋਬਾਈਲ ਇੰਜਣ ਗੈਸ-ਕੁਸ਼ਲ ਹੋਣ ਲਈ ਤਿਆਰ ਕੀਤੇ ਗਏ ਹਨ। ਗੈਸ-ਕੁਸ਼ਲ ਇੰਜਣ ਸੰਭਾਵਤ ਤੌਰ 'ਤੇ ਸ਼ਹਿਰ ਨੂੰ ਘਟਾ ਕੇ ਪ੍ਰਭਾਵਿਤ ਕਰਦੇ ਹਨ",
+ "choices":[
+ "ਹਵਾ ਪ੍ਰਦੂਸ਼ਣ।",
+ "ਗਰਮੀ ਪ੍ਰਦੂਸ਼ਣ।",
+ "ਸ਼ੋਰ ਪ੍ਰਦੂਸ਼ਣ।",
+ "ਹਲਕਾ ਪ੍ਰਦੂਸ਼ਣ।"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"ਆਵਾਜਾਈ ਤਕਨਾਲੋਜੀ ਦਾ ਸਭ ਤੋਂ ਵਧੀਆ ਵਰਣਨ ਕਿਹੜਾ ਕਰਦਾ ਹੈ?",
+ "choices":[
+ "ਇੱਕ ਸਿਸਟਮ ਜੋ ਲੋਕਾਂ ਅਤੇ ਉਤਪਾਦਾਂ ਨੂੰ ਲਿਜਾਣ ਲਈ ਵਰਤਿਆ ਜਾਂਦਾ ਹੈ",
+ "ਇੱਕ ਅਜਿਹਾ ਉੱਦਮ ਜੋ ਕੱਚੇ ਮਾਲ ਨੂੰ ਵਸਤੂਆਂ ਵਿੱਚ ਬਦਲਦਾ ਹੈ",
+ "ਢਾਂਚਿਆਂ ਦੀ ਉਸਾਰੀ ਅਤੇ ਸਮਾਪਤੀ",
+ "ਮਕੈਨੀਕਲ ਊਰਜਾ ਦਾ ਤਾਪ ਊਰਜਾ ਵਿੱਚ ਪਰਿਵਰਤਨ"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"ਜੇਕਰ 1 ਕਿਲੋਗ੍ਰਾਮ ਮਿਸ਼ਰਣ ਟੋਲੂਇਨ -95°C 'ਤੇ ਪਿਘਲਦਾ ਹੈ, ਤਾਂ 500 ਗ੍ਰਾਮ ਟੋਲੂਇਨ",
+ "choices":[
+ "-47.5°C 'ਤੇ ਪਿਘਲਣਾ।",
+ "-95°C 'ਤੇ ਪਿਘਲਣਾ।",
+ "95°C 'ਤੇ ਉਬਾਲੋ।",
+ "47.5°C 'ਤੇ ਉਬਾਲੋ।"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"ਪੌਦੇ ਦਾ ਕਿਹੜਾ ਗੁਣ ਵਿਰਾਸਤ ਵਿੱਚ ਮਿਲਦਾ ਹੈ?",
+ "choices":[
+ "ਇਸਦੇ ਪੱਤਿਆਂ ਦੀ ਸ਼ਕਲ",
+ "ਇਸ ਨੂੰ ਮਿਲਣ ਵਾਲੇ ਪਾਣੀ ਦੀ ਮਾਤਰਾ",
+ "ਮਿੱਟੀ ਤੋਂ ਸੋਖਣ ਵਾਲੇ ਖਣਿਜਾਂ ਦੀ ਗਿਣਤੀ",
+ "ਸੂਰਜ ਦੀ ਰੌਸ਼ਨੀ ਦਾ ਪੱਧਰ ਜਿਸ ਦੇ ਸੰਪਰਕ ਵਿੱਚ ਆਉਂਦਾ ਹੈ"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"ਰੋਜਰ ਨੇ ਰੇਤ ਦੇ ਢੇਰ ਉੱਤੇ ਪਾਣੀ ਡੋਲ੍ਹਿਆ। ਕੁਝ ਰੇਤ ਵਹਿ ਗਈ। ਇਹ ਪ੍ਰਕਿਰਿਆ ਇਹਨਾਂ ਵਿੱਚੋਂ ਕਿਸ ਦੇ ਸਮਾਨ ਹੈ?",
+ "choices":[
+ "ਜਵਾਲਾਮੁਖੀ ਦਾ ਫਟਣਾ",
+ "ਇੱਕ ਘਾਟੀ ਦੀਆਂ ਕੰਧਾਂ ਦਾ ਢਹਿਣਾ",
+ "ਪਹਾੜੀ ਲੜੀਆਂ ਦਾ ਉੱਨਤੀ",
+ "ਮਾਰੂਥਲ ਵਿੱਚ ਟਿੱਬਿਆਂ ਜਾਂ ਟਿੱਲਿਆਂ ਦਾ ਬਣਨਾ।"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"ਰੋਜਰ ਆਪਣੇ ਦਾਦਾ ਜੀ ਨੂੰ ਮਿਲਣ ਗਿਆ ਜੋ ਇੱਕ ਫਾਰਮ 'ਤੇ ਰਹਿੰਦੇ ਹਨ। ਜਦੋਂ ਉਹ ਉੱਥੇ ਸੀ, ਤਾਂ ਉਸਨੇ ਆਪਣੇ ਦਾਦਾ ਜੀ ਨੂੰ ਕੋਠੇ ਵਿੱਚੋਂ ਘਾਹ ਕੱਢਣ ਵਿੱਚ ਮਦਦ ਕੀਤੀ। ਜਿਵੇਂ ਹੀ ਰੋਜਰ ਕੋਠੇ ਵਿੱਚ ਕੰਮ ਕਰ ਰਿਹਾ ਸੀ, ਉਸਨੂੰ ਛਿੱਕਾਂ ਆਉਣ ਲੱਗੀਆਂ। ਸਰੀਰ ਦੇ ਕਿਹੜੇ ਸਿਸਟਮ ਕਾਰਨ ਰੋਜਰ ਨੂੰ ਛਿੱਕ ਆਉਣ ਦੀ ਸੰਭਾਵਨਾ ਹੈ?",
+ "choices":[
+ "ਸੰਚਾਰ ਸੰਬੰਧੀ",
+ "ਮਲ-ਮੂਤਰ",
+ "ਪਾਚਨ ਸੰਬੰਧੀ",
+ "ਇਮਿਊਨ"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"ਏਰਿਨ ਨੇ ਆਪਣਾ ਸ਼ੈਮਰੌਕ ਪੌਦਾ ਇੱਕ ਹਨੇਰੇ ਕੋਨੇ ਵਿੱਚ ਰੱਖਿਆ। ਜਲਦੀ ਹੀ ਉਸਨੇ ਦੇਖਿਆ ਕਿ ਪੱਤੇ ਉਸਦੀ ਖਿੜਕੀ ਵੱਲ ਝੁਕ ਗਏ ਸਨ। ਪੌਦੇ ਨੂੰ ਖਿੜਕੀ ਤੋਂ ਸਭ ਤੋਂ ਵੱਧ ਕੀ ਚਾਹੀਦਾ ਸੀ?",
+ "choices":[
+ "ਦਿਨ ਵੇਲੇ ਸੂਰਜ ਦੀ ਰੌਸ਼ਨੀ",
+ "ਦਿਨ ਵੇਲੇ ਹਵਾ",
+ "ਰਾਤ ਨੂੰ ਹਨੇਰਾ",
+ "ਰਾਤ ਨੂੰ ਗਰਮੀ"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"ਗੈਰ-ਨਵਿਆਉਣਯੋਗ ਸਰੋਤਾਂ ਬਾਰੇ ਇਹਨਾਂ ਵਿੱਚੋਂ ਕਿਹੜਾ ਕਥਨ ਸੱਚ ਹੈ?",
+ "choices":[
+ "ਇਹ ਸਸਤੇ ਹਨ।",
+ "ਇਹ ਹਵਾ ਨੂੰ ਸਾਫ਼ ਰੱਖਣ ਵਿੱਚ ਮਦਦ ਕਰਦੇ ਹਨ।",
+ "ਇਹਨਾਂ ਨੂੰ ਬਣਨ ਵਿੱਚ ਲੱਖਾਂ ਸਾਲ ਲੱਗ ਸਕਦੇ ਹਨ।",
+ "ਇਹਨਾਂ ਦੀ ਵਰਤੋਂ ਇਸ ਲਈ ਕੀਤੀ ਜਾਂਦੀ ਹੈ ਕਿਉਂਕਿ ਇਹਨਾਂ ਨੂੰ ਜ਼ਮੀਨ ਤੋਂ ਆਸਾਨੀ ਨਾਲ ਹਟਾਇਆ ਜਾ ਸਕਦਾ ਹੈ।"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"ਕਿਹੜੀ ਮਨੁੱਖੀ ਗਤੀਵਿਧੀ ਦਾ ਵਾਤਾਵਰਣ ਉੱਤੇ ਅਕਸਰ ਨੁਕਸਾਨਦੇਹ ਪ੍ਰਭਾਵ ਪੈਂਦਾ ਹੈ?",
+ "choices":[
+ "ਸਾਹ ਲੈਣਾ",
+ "ਵਧ ਰਿਹਾ ਹੈ",
+ "ਲਾਉਣਾ",
+ "ਪ੍ਰਦੂਸ਼ਿਤ ਕਰਨ ਵਾਲਾ"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"ਪੌਦਿਆਂ ਨੂੰ ਪ੍ਰਕਾਸ਼ ਸੰਸ਼ਲੇਸ਼ਣ ਕਰਨ ਲਈ ਊਰਜਾ ਦੇ ਸਰੋਤ ਦੀ ਲੋੜ ਹੁੰਦੀ ਹੈ। ਪੌਦਿਆਂ ਨੂੰ ਪ੍ਰਕਾਸ਼ ਸੰਸ਼ਲੇਸ਼ਣ ਕਰਨ ਲਈ ਲੋੜੀਂਦੀ ਊਰਜਾ ਕਿਸ ਸਰੋਤ ਤੋਂ ਮਿਲਦੀ ਹੈ?",
+ "choices":[
+ "ਆਕਸੀਜਨ",
+ "ਖੰਡ",
+ "ਸੂਰਜ ਦੀ ਰੌਸ਼ਨੀ",
+ "ਪਾਣੀ"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"ਸੂਰਜ ਦੀ ਸਤ੍ਹਾ 'ਤੇ ਕਿੰਨਾ ਗਰਮ ਹੈ?",
+ "choices":[
+ "ਉਬਲਦੇ ਪਾਣੀ ਜਿੰਨਾ ਗਰਮ ਨਹੀਂ",
+ "ਅੱਗ ਵਾਂਗ ਗਰਮ",
+ "ਲਗਭਗ 100°F",
+ "ਧਰਤੀ ਉੱਤੇ ਲਗਭਗ ਕਿਸੇ ਵੀ ਚੀਜ਼ ਨਾਲੋਂ ਕਿਤੇ ਜ਼ਿਆਦਾ ਗਰਮ"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"ਸਾਡੇ ਸਰੀਰ ਵਿੱਚ ਇਨਸੁਲਿਨ ਦਾ ਮੁੱਖ ਕੰਮ ਹੈ",
+ "choices":[
+ "ਬਾਅਦ ਵਿੱਚ ਵਰਤੋਂ ਲਈ ਬਾਲਣ ਸਟੋਰ ਕਰੋ।",
+ "ਖੂਨ ਵਿੱਚ ਗਲੂਕੋਜ਼ ਦੀ ਮਾਤਰਾ ਨੂੰ ਨਿਯੰਤ੍ਰਿਤ ਕਰੋ।",
+ "ਬਾਲਣ ਦੀ ਖਪਤ ਦੀ ਕੁਸ਼ਲਤਾ ਵਧਾਓ।",
+ "ਪਾਚਕ ਬੈਕਟੀਰੀਆ ਨੂੰ ਗਲੂਕੋਜ਼ ਖਾਣ ਤੋਂ ਰੋਕੋ।"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/pt_test.json b/data/arc/pt_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fb2c0955c8a08078bc38bde0433f030ac423c7f
--- /dev/null
+++ b/data/arc/pt_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"Os animais obtêm energia comendo alimentos que vêm das plantas. As plantas sobrevivem absorvendo substâncias que são liberadas pelos animais. Que substância os animais liberam que as plantas absorvem?",
+ "choices":[
+ "dióxido de carbono",
+ "oxigênio",
+ "sal",
+ "açúcar"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"Quando uma estrela explode, um objeto intensamente brilhante é formado. Qual é o nome desse objeto?",
+ "choices":[
+ "nova",
+ "gigante vermelha",
+ "supernova",
+ "anã branca"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"A turma coloca os vasos perto da janela para que as plantas recebam mais luz solar. Como os tomateiros aproveitam a luz solar?",
+ "choices":[
+ "para fazer açúcar nas folhas",
+ "para usar amido dos caules",
+ "para mover água para as flores",
+ "para obter nutrientes através das raízes"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"Trevor acende uma lâmpada. Quando a lâmpada está acesa, a energia elétrica se transforma em qual outra forma de energia?",
+ "choices":[
+ "químico",
+ "luz",
+ "mecânico",
+ "potencial"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"Quais itens seriam mais úteis em casa durante uma queda de energia?",
+ "choices":[
+ "lanternas e baterias extras",
+ "chapéus e protetor solar",
+ "capas de chuva e guarda-chuvas",
+ "repelente de insetos e jaquetas"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"A reciclagem de jornais é boa para o meio ambiente porque",
+ "choices":[
+ "aumenta a necessidade de árvores.",
+ "ajuda a conservar recursos.",
+ "aumenta a necessidade de aterros sanitários.",
+ "ajuda a remover poluentes do ar."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"Qual dessas ferramentas é melhor para registrar observações ao ar livre?",
+ "choices":[
+ "uma régua",
+ "um gráfico",
+ "um caderno",
+ "uma calculadora"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"Como o sistema circulatório e o sistema respiratório dependem um do outro?",
+ "choices":[
+ "O oxigênio coletado pelo sistema respiratório é transportado por todo o corpo pelo sistema circulatório.",
+ "Os resíduos sólidos coletados pelo sistema circulatório são transportados por todo o corpo pelo sistema respiratório.",
+ "Os nutrientes coletados pelo sistema respiratório são transportados por todo o corpo pelo sistema circulatório.",
+ "O dióxido de carbono coletado pelo sistema circulatório é transportado por todo o corpo pelo sistema respiratório."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"As folhas de uma árvore mudam de cor no outono. Este é um exemplo de uma árvore",
+ "choices":[
+ "completando seu ciclo de vida",
+ "preparando-se para a migração",
+ "respondendo ao seu ambiente",
+ "começando a hibernação"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"Qual parte da planta está descrita corretamente?",
+ "choices":[
+ "Os caules produzem sementes.",
+ "As raízes absorvem nutrientes.",
+ "As folhas absorvem água.",
+ "As flores produzem alimentos."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/pt_train.json b/data/arc/pt_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e353a4b66c99ddb346b42b495f08265d4a3478a
--- /dev/null
+++ b/data/arc/pt_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"Qual dos seguintes eventos durante a meiose contribui mais para a variação dentro de uma espécie?",
+ "choices":[
+ "pareamento de cromossomos",
+ "criação de gametas haploides",
+ "segregação de alelos",
+ "separação de cromátides"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"Os motores de automóveis fabricados hoje são projetados para serem eficientes em termos de consumo de combustível. Os motores eficientes em termos de consumo de combustível provavelmente afetam uma cidade, reduzindo",
+ "choices":[
+ "poluição do ar.",
+ "poluição térmica.",
+ "poluição sonora.",
+ "poluição luminosa."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"O que melhor descreve a tecnologia de transporte?",
+ "choices":[
+ "um sistema usado para movimentar pessoas e produtos",
+ "uma empresa que transforma matérias-primas em mercadorias",
+ "a construção e o acabamento de estruturas",
+ "a conversão de energia mecânica em energia térmica"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"Se 1 kg do composto tolueno funde a -95 °C, então 500 g de tolueno irão",
+ "choices":[
+ "derreter a -47,5°C.",
+ "derreter a -95°C.",
+ "ferver a 95°C.",
+ "ferver a 47,5°C."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"Qual característica da planta é herdada?",
+ "choices":[
+ "o formato de suas folhas",
+ "a quantidade de água que recebe",
+ "a quantidade de minerais que absorve do solo",
+ "o nível de luz solar ao qual está exposto"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"Roger despejou água sobre um monte de areia. Parte da areia foi levada pela água. Este processo é semelhante a qual dos seguintes?",
+ "choices":[
+ "A erupção de um vulcão",
+ "A erosão das paredes de um cânion",
+ "A elevação das cadeias de montanhas",
+ "A formação de dunas ou montes em um deserto"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"Roger visitou seu avô, que mora em uma fazenda. Enquanto estava lá, ajudou-o a tirar o feno do celeiro. Enquanto trabalhava no celeiro, Roger começou a espirrar. Qual sistema do corpo provavelmente causou o espirro de Roger?",
+ "choices":[
+ "circulatório",
+ "excretor",
+ "digestivo",
+ "imune"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"Erin colocou seu trevo em um canto escuro. Logo ela viu que as folhas estavam inclinadas em direção à janela. O que a planta mais precisava da janela?",
+ "choices":[
+ "luz solar durante o dia",
+ "ar durante o dia",
+ "escuridão da noite",
+ "calor à noite"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"Qual destas afirmações sobre recursos não renováveis é verdadeira?",
+ "choices":[
+ "Eles são baratos.",
+ "Eles ajudam a manter o ar limpo.",
+ "Elas podem levar milhões de anos para se formar.",
+ "Eles são usados porque são facilmente removidos do solo."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"Qual atividade humana tem mais frequentemente um efeito prejudicial ao meio ambiente?",
+ "choices":[
+ "respirando",
+ "crescente",
+ "plantio",
+ "poluente"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"As plantas precisam de uma fonte de energia para realizar a fotossíntese. De qual fonte as plantas obtêm a energia necessária para realizar a fotossíntese?",
+ "choices":[
+ "oxigênio",
+ "açúcar",
+ "luz solar",
+ "água"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"Quão quente é a superfície do Sol?",
+ "choices":[
+ "Não tão quente quanto água fervente",
+ "Tão quente quanto fogo",
+ "Cerca de 100°F",
+ "Muito mais quente do que quase tudo na Terra"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"A principal função da insulina em nossos corpos é",
+ "choices":[
+ "armazenar combustível para uso posterior.",
+ "regular a quantidade de glicose no sangue.",
+ "aumentar a eficiência do consumo de combustível.",
+ "impedem que as bactérias digestivas consumam glicose."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/ru_test.json b/data/arc/ru_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..af2c36c6e1979ab8bb5e5e0e2fb1d10fcd853bff
--- /dev/null
+++ b/data/arc/ru_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"Животные получают энергию, поедая пищу, которая поступает из растений. Растения выживают, поглощая вещества, которые выделяют животные. Какое вещество выделяют животные, которое поглощают растения?",
+ "choices":[
+ "углекислый газ",
+ "кислород",
+ "соль",
+ "сахар"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"Когда звезда взрывается, образуется очень яркий объект. Как называется этот объект?",
+ "choices":[
+ "новая звезда",
+ "красный гигант",
+ "сверхновая",
+ "белый карлик"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"Класс ставит горшки у окна, чтобы растения могли получать больше солнечного света. Как растения томатов используют солнечный свет?",
+ "choices":[
+ "для производства сахара в листьях",
+ "использовать крахмал из стеблей",
+ "чтобы поливать цветы",
+ "чтобы получать питательные вещества через корни"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"Тревор включает лампу. Когда лампа включена, электрическая энергия превращается в какую другую форму энергии?",
+ "choices":[
+ "химический",
+ "свет",
+ "механический",
+ "потенциал"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"Какие предметы будут наиболее полезны дома во время отключения электроэнергии?",
+ "choices":[
+ "фонарики и запасные батарейки",
+ "шляпы и солнцезащитный крем",
+ "плащи и зонтики",
+ "спрей от насекомых и куртки"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"Переработка газет полезна для окружающей среды, потому что она",
+ "choices":[
+ "увеличивает потребность в деревьях.",
+ "помогает экономить ресурсы.",
+ "увеличивает потребность в свалках.",
+ "помогает удалять загрязняющие вещества из воздуха."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"Какой из этих инструментов лучше всего подходит для записи наблюдений на открытом воздухе?",
+ "choices":[
+ "линейка",
+ "график",
+ "блокнот",
+ "калькулятор"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"Как кровеносная и дыхательная системы зависят друг от друга?",
+ "choices":[
+ "Кислород, собранный дыхательной системой, переносится по всему организму через кровеносную систему.",
+ "Твердые отходы, собранные кровеносной системой, переносятся по всему организму через дыхательную систему.",
+ "Питательные вещества, собранные дыхательной системой, переносятся по всему организму через кровеносную систему.",
+ "Углекислый газ, собранный кровеносной системой, переносится по всему организму через дыхательную систему."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"Листья дерева меняют цвет осенью. Это пример дерева",
+ "choices":[
+ "завершение жизненного цикла",
+ "подготовка к миграции",
+ "реагируя на окружающую среду",
+ "начало спячки"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"Какая часть растения описана правильно?",
+ "choices":[
+ "Из стеблей вырастают семена.",
+ "Корни поглощают питательные вещества.",
+ "Листья впитывают воду.",
+ "Цветы делают еду."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/ru_train.json b/data/arc/ru_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc9ec44b2b949c32858ddf79c1e1d46900c15c93
--- /dev/null
+++ b/data/arc/ru_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"Какое из следующих событий во время мейоза вносит наибольший вклад в изменчивость внутри вида?",
+ "choices":[
+ "спаривание хромосом",
+ "создание гаплоидных гамет",
+ "сегрегация аллелей",
+ "разделение хроматид"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"Автомобильные двигатели, которые производятся сегодня, разработаны для экономии газа. Газосберегающие двигатели, скорее всего, повлияют на город, уменьшая",
+ "choices":[
+ "загрязнение воздуха.",
+ "тепловое загрязнение.",
+ "шумовое загрязнение.",
+ "световое загрязнение."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"Что лучше всего описывает транспортную технологию?",
+ "choices":[
+ "система, которая используется для перемещения людей и товаров",
+ "предприятие, которое превращает сырье в товары",
+ "строительство и отделка сооружений",
+ "преобразование механической энергии в тепловую энергию"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"Если 1 кг соединения толуола плавится при температуре -95°С, то 500 г толуола расплавятся",
+ "choices":[
+ "плавится при температуре -47,5°С.",
+ "плавится при температуре -95°C.",
+ "кипятить при 95°C.",
+ "кипятить при температуре 47,5°С."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"Какой признак растения передается по наследству?",
+ "choices":[
+ "форма его листьев",
+ "количество воды, которое он получает",
+ "количество минералов, которые он поглощает из почвы",
+ "уровень солнечного света, которому он подвергается"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"Роджер вылил воду на кучу песка. Часть песка смыло. Этот процесс похож на какой из следующих?",
+ "choices":[
+ "Извержение вулкана",
+ "Эрозия стен каньона",
+ "Поднятие горных хребтов",
+ "Образование дюн и холмов в пустыне."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"Роджер навестил своего дедушку, который живет на ферме. Пока он был там, он помог дедушке вынести сено из амбара. Когда Роджер работал в амбаре, он начал чихать. Какая система организма, скорее всего, стала причиной чихания Роджера?",
+ "choices":[
+ "кровеносная",
+ "выделительный",
+ "пищеварительный",
+ "иммунный"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"Эрин поставила свой клевер в темный угол. Вскоре она увидела, что листья наклонились к ее окну. Что больше всего нужно растению от окна?",
+ "choices":[
+ "солнечный свет в течение дня",
+ "воздух в течение дня",
+ "тьма ночью",
+ "тепло ночью"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"Какое из этих утверждений о невозобновляемых ресурсах верно?",
+ "choices":[
+ "Они недорогие.",
+ "Они помогают поддерживать чистоту воздуха.",
+ "На их формирование могут уйти миллионы лет.",
+ "Их используют, потому что их легко извлечь из земли."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"Какая деятельность человека чаще всего оказывает вредное воздействие на окружающую среду?",
+ "choices":[
+ "дыхание",
+ "растет",
+ "посадка",
+ "загрязняющий"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"Растениям нужен источник энергии для осуществления фотосинтеза. Из какого источника растения получают энергию, необходимую для осуществления фотосинтеза?",
+ "choices":[
+ "кислород",
+ "сахар",
+ "солнечный свет",
+ "вода"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"Насколько жарко на поверхности Солнца?",
+ "choices":[
+ "Не такой горячий, как кипяток.",
+ "Примерно такой же горячий, как огонь",
+ "Около 100°F",
+ "Гораздо жарче, чем что-либо на Земле."
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"Основная функция инсулина в нашем организме —",
+ "choices":[
+ "хранить топливо для последующего использования.",
+ "регулируют количество глюкозы в крови.",
+ "повысить эффективность расхода топлива.",
+ "не позволяют пищеварительным бактериям потреблять глюкозу."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/ta_test.json b/data/arc/ta_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..54bfb829e350f897158ad801cd6c5600a13cc475
--- /dev/null
+++ b/data/arc/ta_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"தாவரங்களிலிருந்து வரும் உணவை உண்பதன் மூலம் விலங்குகள் ஆற்றலைப் பெறுகின்றன. விலங்குகளால் வெளியிடப்படும் பொருட்களை உட்கொள்வதன் மூலம் தாவரங்கள் உயிர்வாழ்கின்றன. தாவரங்கள் உட்கொள்ளும் எந்தப் பொருளை விலங்குகள் வெளியிடுகின்றன?",
+ "choices":[
+ "கார்பன் டை ஆக்சைடு",
+ "ஆக்ஸிஜன்",
+ "உப்பு",
+ "சர்க்கரை"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"ஒரு நட்சத்திரம் வெடிக்கும்போது, மிகவும் பிரகாசமான ஒரு பொருள் உருவாகிறது. இந்தப் பொருளின் பெயர் என்ன?",
+ "choices":[
+ "புதிய",
+ "சிவப்பு ராட்சதர்",
+ "சூப்பர்நோவா",
+ "வெள்ளை குள்ளன்"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"செடிகள் அதிக சூரிய ஒளியைப் பெறும் வகையில் வகுப்பினர் ஜன்னலுக்கு அருகில் நடவுப் பொருட்களை வைக்கின்றனர். தக்காளி செடிகள் சூரிய ஒளியை எவ்வாறு பயன்படுத்துகின்றன?",
+ "choices":[
+ "இலைகளில் சர்க்கரை தயாரிக்க",
+ "தண்டுகளிலிருந்து ஸ்டார்ச் பயன்படுத்த",
+ "பூக்களுக்கு தண்ணீர் ஊற்ற",
+ "வேர்கள் வழியாக ஊட்டச்சத்துக்களைப் பெறுதல்"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"ட்ரெவர் ஒரு விளக்கை ஏற்றுகிறார். விளக்கு எரியும் போது, மின் ஆற்றல் வேறு எந்த வடிவ ஆற்றலாக மாறுகிறது?",
+ "choices":[
+ "வேதியியல்",
+ "ஒளி",
+ "இயந்திரவியல்",
+ "ஆற்றல்"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"மின்சாரம் தடைபடும் போது வீட்டில் எந்தெந்த பொருட்கள் மிகவும் பயனுள்ளதாக இருக்கும்?",
+ "choices":[
+ "டார்ச்லைட்கள் மற்றும் கூடுதல் பேட்டரிகள்",
+ "தொப்பிகள் மற்றும் சன்ஸ்கிரீன்",
+ "மழைக்கோட்டுகளும் குடையும்",
+ "பூச்சி ஸ்ப்ரே மற்றும் ஜாக்கெட்டுகள்"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"செய்தித்தாள்களை மறுசுழற்சி செய்வது சுற்றுச்சூழலுக்கு நல்லது, ஏனெனில் அது",
+ "choices":[
+ "மரங்களின் தேவையை அதிகரிக்கிறது.",
+ "வளங்களை சேமிக்க உதவுகிறது.",
+ "குப்பைக் கிடங்குகளின் தேவையை அதிகரிக்கிறது.",
+ "காற்றில் இருந்து மாசுபடுத்திகளை அகற்ற உதவுகிறது."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"வெளிப்புறங்களில் அவதானிப்புகளைப் பதிவு செய்வதற்கு இந்தக் கருவிகளில் எது சிறந்தது?",
+ "choices":[
+ "ஒரு ஆட்சியாளர்",
+ "ஒரு வரைபடம்",
+ "ஒரு குறிப்பேடு",
+ "ஒரு கால்குலேட்டர்"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"சுற்றோட்ட அமைப்பும் சுவாச அமைப்பும் எவ்வாறு ஒன்றையொன்று சார்ந்துள்ளது?",
+ "choices":[
+ "சுவாச மண்டலத்தால் சேகரிக்கப்படும் ஆக்ஸிஜன், இரத்த ஓட்ட அமைப்பு மூலம் உடல் முழுவதும் கொண்டு செல்லப்படுகிறது.",
+ "சுற்றோட்ட அமைப்பால் சேகரிக்கப்படும் திடக்கழிவுகள் சுவாச அமைப்பு மூலம் உடல் முழுவதும் கொண்டு செல்லப்படுகின்றன.",
+ "சுவாச மண்டலத்தால் சேகரிக்கப்படும் ஊட்டச்சத்துக்கள், இரத்த ஓட்ட அமைப்பு மூலம் உடல் முழுவதும் கொண்டு செல்லப்படுகின்றன.",
+ "சுற்றோட்ட அமைப்பால் சேகரிக்கப்படும் கார்பன் டை ஆக்சைடு, சுவாச அமைப்பு மூலம் உடல் முழுவதும் கொண்டு செல்லப்படுகிறது."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"இலையுதிர் காலத்தில் ஒரு மரத்தின் இலைகள் நிறம் மாறும். இது ஒரு மரத்தின் உதாரணம்.",
+ "choices":[
+ "அதன் வாழ்க்கைச் சுழற்சியை நிறைவு செய்தல்",
+ "இடம்பெயர்வுக்குத் தயாராகுதல்",
+ "அதன் சூழலுக்கு எதிர்வினையாற்றுதல்",
+ "உறக்கநிலையைத் தொடங்குதல்"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"தாவரத்தின் எந்தப் பகுதி சரியாக விவரிக்கப்பட்டுள்ளது?",
+ "choices":[
+ "தண்டுகள் விதைகளை உருவாக்குகின்றன.",
+ "வேர்கள் ஊட்டச்சத்துக்களை உறிஞ்சுகின்றன.",
+ "இலைகள் தண்ணீரை உறிஞ்சும்.",
+ "பூக்கள் உணவை உருவாக்குகின்றன."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/ta_train.json b/data/arc/ta_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..177dc08d926e687e2d2830fb2be48029d7b41536
--- /dev/null
+++ b/data/arc/ta_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"ஒடுக்கற்பிரிவின் போது பின்வரும் நிகழ்வுகளில் எது ஒரு இனத்திற்குள் மாறுபாட்டிற்கு அதிக பங்களிக்கிறது?",
+ "choices":[
+ "குரோமோசோம்களின் இணை இணைத்தல்",
+ "ஹாப்ளாய்டு கேமட்களின் உருவாக்கம்",
+ "அல்லீல்களைப் பிரித்தல்",
+ "குரோமடிட்களைப் பிரித்தல்"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"இன்று கட்டமைக்கப்படும் ஆட்டோமொபைல் என்ஜின்கள் எரிவாயு திறன் கொண்டதாக வடிவமைக்கப்பட்டுள்ளன. எரிவாயு திறன் கொண்ட என்ஜின்கள் பெரும்பாலும் ஒரு நகரத்தை பாதிக்கும் வகையில் குறைப்பதன் மூலம் பாதிக்கப்படுகின்றன",
+ "choices":[
+ "காற்று மாசுபாடு.",
+ "வெப்ப மாசுபாடு.",
+ "ஒலி மாசுபாடு.",
+ "ஒளி மாசுபாடு."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"போக்குவரத்து தொழில்நுட்பத்தை சிறப்பாக விவரிக்கும் சொல் எது?",
+ "choices":[
+ "மக்களையும் பொருட்களையும் நகர்த்துவதற்குப் பயன்படுத்தப்படும் ஒரு அமைப்பு.",
+ "மூலப்பொருட்களை பொருட்களாக மாற்றும் ஒரு நிறுவனம்",
+ "கட்டமைப்புகளை கட்டுதல் மற்றும் முடித்தல்",
+ "இயந்திர ஆற்றலை வெப்ப ஆற்றலாக மாற்றுதல்"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"1 கிலோ டோலுயீன் சேர்மம் -95°C இல் உருகினால், 500 கிராம் டோலுயீன்",
+ "choices":[
+ "-47.5°C இல் உருகும்.",
+ "-95°C இல் உருகும்.",
+ "95°C இல் கொதிக்க வைக்கவும்.",
+ "47.5°C வெப்பநிலையில் கொதிக்க வைக்கவும்."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"எந்த தாவரப் பண்பு மரபுரிமையாகக் கிடைக்கிறது?",
+ "choices":[
+ "அதன் இலைகளின் வடிவம்",
+ "அது பெறும் நீரின் அளவு",
+ "மண்ணிலிருந்து அது உறிஞ்சும் தாதுக்களின் எண்ணிக்கை",
+ "அது வெளிப்படும் சூரிய ஒளியின் அளவு"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"ரோஜர் மணல் குவியலின் மீது தண்ணீரை ஊற்றினார். சிறிது மணல் அடித்துச் செல்லப்பட்டது. இந்த செயல்முறை பின்வருவனவற்றில் எதற்கு ஒத்திருக்கிறது?",
+ "choices":[
+ "எரிமலை வெடிப்பு",
+ "ஒரு பள்ளத்தாக்கின் சுவர்களின் அரிப்பு",
+ "மலைத்தொடர்களை உயர்த்துதல்",
+ "ஒரு பாலைவனத்தில் குன்றுகள் அல்லது மேடுகள் உருவாகுதல்."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"ரோஜர் ஒரு பண்ணையில் வசிக்கும் தனது தாத்தாவைப் பார்க்கச் சென்றார். அவர் அங்கு இருந்தபோது, தனது தாத்தாவுக்கு கொட்டகையிலிருந்து வைக்கோலை அகற்ற உதவினார். ரோஜர் கொட்டகையில் வேலை செய்து கொண்டிருந்தபோது அவர் தும்மத் தொடங்கினார். ரோஜர் தும்முவதற்கு உடலின் எந்த அமைப்பு பெரும்பாலும் காரணமாக இருக்கலாம்?",
+ "choices":[
+ "சுற்றோட்டம் சார்ந்த",
+ "கழிவு நீக்கம்",
+ "செரிமானம்",
+ "நோய் எதிர்ப்பு சக்தி கொண்ட"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"எரின் தனது ஷாம்ராக் செடியை ஒரு இருண்ட மூலையில் வைத்தாள். விரைவில் இலைகள் தன் ஜன்னலை நோக்கி சாய்ந்திருப்பதைக் கண்டாள். ஜன்னலிலிருந்து அந்தச் செடிக்கு எது அதிகம் தேவைப்பட்டது?",
+ "choices":[
+ "பகலில் சூரிய ஒளி",
+ "பகலில் காற்று",
+ "இரவில் இருள்",
+ "இரவில் வெப்பம்"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"புதுப்பிக்க முடியாத வளங்கள் பற்றிய இந்தக் கூற்றுகளில் எது உண்மை?",
+ "choices":[
+ "அவை மலிவானவை.",
+ "அவை காற்றை சுத்தமாக வைத்திருக்க உதவுகின்றன.",
+ "அவை உருவாக மில்லியன் கணக்கான ஆண்டுகள் ஆகலாம்.",
+ "அவை தரையில் இருந்து எளிதாக அகற்றப்படுவதால் அவை பயன்படுத்தப்படுகின்றன."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"எந்த மனித செயல்பாடு பெரும்பாலும் சுற்றுச்சூழலுக்கு தீங்கு விளைவிக்கும்?",
+ "choices":[
+ "சுவாசம்",
+ "வளரும்",
+ "நடவு",
+ "மாசுபடுத்தும்"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"தாவரங்கள் ஒளிச்சேர்க்கை செய்ய ஒரு ஆற்றல் மூலமாகும். தாவரங்கள் ஒளிச்சேர்க்கை செய்ய தேவையான ஆற்றலை எந்த மூலத்திலிருந்து பெறுகின்றன?",
+ "choices":[
+ "ஆக்ஸிஜன்",
+ "சர்க்கரை",
+ "சூரிய ஒளி",
+ "தண்ணீர்"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"சூரியனின் மேற்பரப்பில் எவ்வளவு வெப்பம் உள்ளது?",
+ "choices":[
+ "கொதிக்கும் நீரைப் போல சூடாக இல்லை.",
+ "நெருப்பு போல சூடாக இருக்கிறது",
+ "சுமார் 100°F",
+ "பூமியில் உள்ள எதையும் விட மிகவும் வெப்பமானது"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"நமது உடலில் இன்சுலினின் முதன்மையான செயல்பாடு",
+ "choices":[
+ "பின்னர் பயன்படுத்த எரிபொருளை சேமிக்கவும்.",
+ "இரத்தத்தில் உள்ள குளுக்கோஸின் அளவை ஒழுங்குபடுத்துங்கள்.",
+ "எரிபொருள் நுகர்வு செயல்திறனை அதிகரிக்கும்.",
+ "செரிமான பாக்டீரியாக்கள் குளுக்கோஸை உட்கொள்வதைத் தடுக்கிறது."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/te_test.json b/data/arc/te_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..2bea1db4861ccbf44d49d0b065ba7a19cd07014a
--- /dev/null
+++ b/data/arc/te_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"మొక్కల నుండి వచ్చే ఆహారాన్ని తినడం ద్వారా జంతువులు శక్తిని పొందుతాయి. జంతువులు విడుదల చేసే పదార్థాలను తీసుకోవడం ద్వారా మొక్కలు మనుగడ సాగిస్తాయి. మొక్కలు తీసుకునే ఏ పదార్థాన్ని జంతువులు విడుదల చేస్తాయి?",
+ "choices":[
+ "కార్బన్ డయాక్సైడ్",
+ "ఆక్సిజన్",
+ "ఉప్పు",
+ "చక్కెర"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"ఒక నక్షత్రం పేలినప్పుడు, ఒక తీవ్రమైన ప్రకాశవంతమైన వస్తువు ఏర్పడుతుంది. ఈ వస్తువు పేరు ఏమిటి?",
+ "choices":[
+ "నోవా",
+ "ఎర్ర దిగ్గజం",
+ "సూపర్నోవా",
+ "తెల్ల మరగుజ్జు"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"మొక్కలు ఎక్కువ సూర్యకాంతి పొందేలా తరగతి మొక్కలు నాటే యంత్రాలను కిటికీ దగ్గర ఉంచుతుంది. టమోటా మొక్కలు సూర్యరశ్మిని ఎలా ఉపయోగించుకుంటాయి?",
+ "choices":[
+ "ఆకులలో చక్కెర తయారు చేయడానికి",
+ "కాండం నుండి పిండి పదార్థాన్ని ఉపయోగించడానికి",
+ "పువ్వులకు నీరు పోయడానికి",
+ "వేర్ల ద్వారా పోషకాలను పొందడానికి"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"ట్రెవర్ ఒక దీపం వెలిగిస్తాడు. దీపం వెలిగించినప్పుడు, విద్యుత్ శక్తి ఏ ఇతర శక్తిగా మారుతుంది?",
+ "choices":[
+ "రసాయనిక",
+ "కాంతి",
+ "యాంత్రిక",
+ "సంభావ్యత"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"విద్యుత్తు అంతరాయం ఉన్నప్పుడు ఇంట్లో ఏ వస్తువులు ఎక్కువగా ఉపయోగపడతాయి?",
+ "choices":[
+ "ఫ్లాష్లైట్లు మరియు అదనపు బ్యాటరీలు",
+ "టోపీలు మరియు సన్స్క్రీన్",
+ "రెయిన్ కోట్లు మరియు గొడుగులు",
+ "కీటకాల స్ప్రే మరియు జాకెట్లు"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"వార్తాపత్రికలను రీసైక్లింగ్ చేయడం పర్యావరణానికి మంచిది ఎందుకంటే అది",
+ "choices":[
+ "చెట్ల అవసరాన్ని పెంచుతుంది.",
+ "వనరులను ఆదా చేయడంలో సహాయపడుతుంది.",
+ "పల్లపు ప్రాంతాల అవసరాన్ని పెంచుతుంది.",
+ "గాలి నుండి కాలుష్య కారకాలను తొలగించడంలో సహాయపడుతుంది."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"బయట పరిశీలనలను రికార్డ్ చేయడానికి ఈ సాధనాల్లో ఏది ఉత్తమమైనది?",
+ "choices":[
+ "ఒక పాలకుడు",
+ "ఒక గ్రాఫ్",
+ "ఒక నోట్బుక్",
+ "ఒక కాలిక్యులేటర్"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"ప్రసరణ వ్యవస్థ మరియు శ్వాసకోశ వ్యవస్థ ఒకదానిపై ఒకటి ఎలా ఆధారపడి ఉంటాయి?",
+ "choices":[
+ "శ్వాసకోశ వ్యవస్థ ద్వారా సేకరించబడిన ఆక్సిజన్ ప్రసరణ వ్యవస్థ ద్వారా శరీరం అంతటా తీసుకువెళుతుంది.",
+ "ప్రసరణ వ్యవస్థ ద్వారా సేకరించబడిన ఘన వ్యర్థాలు శ్వాసకోశ వ్యవస్థ ద్వారా శరీరం అంతటా తీసుకువెళతాయి.",
+ "శ్వాసకోశ వ్యవస్థ ద్వారా సేకరించబడిన పోషకాలు ప్రసరణ వ్యవస్థ ద్వారా శరీరం అంతటా తీసుకువెళతాయి.",
+ "ప్రసరణ వ్యవస్థ ద్వారా సేకరించబడిన కార్బన్ డయాక్సైడ్ శ్వాసకోశ వ్యవస్థ ద్వారా శరీరం అంతటా తీసుకువెళుతుంది."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"శరదృతువులో చెట్టు ఆకులు రంగు మారుతాయి. ఇది ఒక చెట్టుకు ఉదాహరణ",
+ "choices":[
+ "దాని జీవిత చక్రాన్ని పూర్తి చేయడం",
+ "వలసకు సిద్ధమవుతున్నారు",
+ "దాని పర్యావరణానికి ప్రతిస్పందించడం",
+ "నిద్రాణస్థితి ప్రారంభం"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"మొక్కలోని ఏ భాగాన్ని సరిగ్గా వర్ణించారు?",
+ "choices":[
+ "కాండం విత్తనాలను ఏర్పరుస్తుంది.",
+ "వేర్లు పోషకాలను గ్రహిస్తాయి.",
+ "ఆకులు నీటిని పీల్చుకుంటాయి.",
+ "పువ్వులు ఆహారాన్ని తయారు చేస్తాయి."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/te_train.json b/data/arc/te_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..20d3e42864666790c768caf3b4909049567cf415
--- /dev/null
+++ b/data/arc/te_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"ఒక జాతిలో మియోసిస్ సమయంలో జరిగే కింది సంఘటనలలో ఏది వైవిధ్యానికి ఎక్కువగా దోహదం చేస్తుంది?",
+ "choices":[
+ "క్రోమోజోమ్ల జత చేయడం",
+ "హాప్లోయిడ్ గామేట్ల సృష్టి",
+ "యుగ్మ వికల్పాల విభజన",
+ "క్రోమాటిడ్ల విభజన"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"నేడు నిర్మించిన ఆటోమొబైల్ ఇంజన్లు గ్యాస్ సామర్థ్యంతో ఉండేలా రూపొందించబడ్డాయి. గ్యాస్-సమర్థవంతమైన ఇంజన్లు నగరాన్ని తగ్గించడం ద్వారా ప్రభావితం చేస్తాయి",
+ "choices":[
+ "వాయు కాలుష్యం.",
+ "ఉష్ణ కాలుష్యం.",
+ "శబ్ద కాలుష్యం.",
+ "కాంతి కాలుష్యం."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"రవాణా సాంకేతికతను ఏది బాగా వివరిస్తుంది?",
+ "choices":[
+ "ప్రజలను మరియు ఉత్పత్తులను తరలించడానికి ఉపయోగించే వ్యవస్థ",
+ "ముడి పదార్థాలను వస్తువులుగా మార్చే సంస్థ",
+ "నిర్మాణాల నిర్మాణం మరియు పూర్తి చేయడం",
+ "యాంత్రిక శక్తిని ఉష్ణ శక్తిగా మార్చడం"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"1 కిలోల టోలుయెన్ సమ్మేళనం -95°C వద్ద కరిగితే, 500 గ్రాముల టోలుయెన్",
+ "choices":[
+ "-47.5°C వద్ద కరుగుతుంది.",
+ "-95°C వద్ద కరుగుతుంది.",
+ "95°C వద్ద మరిగించండి.",
+ "47.5°C వద్ద మరిగించాలి."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"ఏ మొక్క లక్షణం వారసత్వంగా వస్తుంది?",
+ "choices":[
+ "దాని ఆకుల ఆకారం",
+ "అది అందుకునే నీటి పరిమాణం",
+ "నేల నుండి అది గ్రహించే ఖనిజాల సంఖ్య",
+ "అది బహిర్గతమయ్యే సూర్యకాంతి స్థాయి."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"రోజర్ ఇసుక కుప్పపై నీరు పోశాడు. కొంత ఇసుక కొట్టుకుపోయింది. ఈ ప్రక్రియ కింది వాటిలో దేనికి సమానంగా ఉంటుంది?",
+ "choices":[
+ "అగ్నిపర్వతం విస్ఫోటనం",
+ "ఒక లోయ గోడల కోత",
+ "పర్వత శ్రేణుల ఉద్ధరణ",
+ "ఎడారిలో దిబ్బలు లేదా మట్టిదిబ్బలు ఏర్పడటం."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"రోజర్ ఒక పొలంలో నివసించే తన తాతగారిని సందర్శించాడు. అతను అక్కడ ఉన్నప్పుడు, తన తాతగారికి గడ్డివాము నుండి ఎండుగడ్డిని తరలించడంలో సహాయం చేశాడు. రోజర్ బార్న్లో పనిచేస్తున్నప్పుడు అతను తుమ్మడం ప్రారంభించాడు. రోజర్ తుమ్మడానికి కారణమయ్యే శరీరం యొక్క ఏ వ్యవస్థ కావచ్చు?",
+ "choices":[
+ "రక్త ప్రసరణ వ్యవస్థ",
+ "విసర్జన",
+ "జీర్ణక్రియకు సంబంధించిన",
+ "రోగనిరోధక శక్తి"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"ఎరిన్ తన షామ్రాక్ మొక్కను ఒక చీకటి మూలలో ఉంచింది. వెంటనే ఆకులు తన కిటికీ వైపుకు వంగి ఉండటం ఆమె చూసింది. ఆ మొక్కకు కిటికీ నుండి ఎక్కువగా ఏమి అవసరం?",
+ "choices":[
+ "పగటిపూట సూర్యకాంతి",
+ "పగటిపూట గాలి",
+ "రాత్రి చీకటి",
+ "రాత్రిపూట వెచ్చదనం"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"పునరుత్పాదకత లేని వనరుల గురించిన ఈ ప్రకటనలలో ఏది నిజం?",
+ "choices":[
+ "అవి చవకైనవి.",
+ "అవి గాలిని శుభ్రంగా ఉంచడంలో సహాయపడతాయి.",
+ "అవి ఏర్పడటానికి మిలియన్ల సంవత్సరాలు పట్టవచ్చు.",
+ "వాటిని నేల నుండి సులభంగా తొలగించవచ్చు కాబట్టి వీటిని ఉపయోగిస్తారు."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"ఏ మానవ కార్యకలాపాలు పర్యావరణంపై తరచుగా హానికరమైన ప్రభావాన్ని చూపుతాయి?",
+ "choices":[
+ "శ్వాస",
+ "పెరుగుతున్న",
+ "నాటడం",
+ "కలుషితం చేసే"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"కిరణజన్య సంయోగక్రియ చేయడానికి మొక్కలకు శక్తి వనరు అవసరం. కిరణజన్య సంయోగక్రియకు అవసరమైన శక్తిని మొక్కలు ఏ మూలం నుండి పొందుతాయి?",
+ "choices":[
+ "ఆక్సిజన్",
+ "చక్కెర",
+ "సూర్యకాంతి",
+ "నీరు"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"సూర్యుని ఉపరితలంపై ఎంత వేడిగా ఉంటుంది?",
+ "choices":[
+ "మరిగే నీటిలా వేడిగా ఉండదు",
+ "నిప్పులాంటి వేడిగా ఉంది",
+ "దాదాపు 100°F",
+ "భూమిపై ఉన్న దాదాపు అన్నింటికంటే చాలా వేడిగా ఉంటుంది"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"మన శరీరంలో ఇన్సులిన్ యొక్క ప్రధాన విధి ఏమిటంటే",
+ "choices":[
+ "తరువాత ఉపయోగం కోసం ఇంధనాన్ని నిల్వ చేయండి.",
+ "రక్తంలో గ్లూకోజ్ మొత్తాన్ని నియంత్రించండి.",
+ "ఇంధన వినియోగ సామర్థ్యాన్ని పెంచుతాయి.",
+ "జీర్ణక్రియకు సహాయపడే బ్యాక్టీరియా గ్లూకోజ్ను తినకుండా నిరోధిస్తుంది."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/tr_test.json b/data/arc/tr_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..a908c5113cb14c84dfa3ae63fc4d72ac18a0733d
--- /dev/null
+++ b/data/arc/tr_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"Hayvanlar bitkilerden gelen yiyecekleri yiyerek enerji elde ederler. Bitkiler hayvanların salgıladığı maddeleri alarak hayatta kalırlar. Hayvanlar bitkilerin aldığı hangi maddeyi salgılar?",
+ "choices":[
+ "karbondioksit",
+ "oksijen",
+ "tuz",
+ "şeker"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"Bir yıldız patladığında, yoğun parlak bir nesne oluşur. Bu nesnenin adı nedir?",
+ "choices":[
+ "nova",
+ "kırmızı dev",
+ "süpernova",
+ "beyaz cüce"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"Sınıf, bitkilerin daha fazla güneş ışığı alabilmesi için saksıları pencerenin yanına koyar. Domates bitkileri güneş ışığını nasıl kullanır?",
+ "choices":[
+ "Yapraklarda şeker yapmak",
+ "saplarından nişasta kullanmak",
+ "çiçeklere su taşımak",
+ "kökler aracılığıyla besinleri almak"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"Trevor bir lambayı yakıyor. Lamba yandığında, elektrik enerjisi hangi diğer enerji biçimine dönüşür?",
+ "choices":[
+ "kimyasal",
+ "ışık",
+ "mekanik",
+ "potansiyel"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"Elektrik kesintisi sırasında evde en çok işe yarayacak eşyalar hangileridir?",
+ "choices":[
+ "el fenerleri ve yedek piller",
+ "şapkalar ve güneş kremi",
+ "yağmurluklar ve şemsiyeler",
+ "böcek spreyi ve ceketler"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"Gazeteleri geri dönüştürmek çevre için iyidir çünkü",
+ "choices":[
+ "ağaçlara olan ihtiyacı artırır.",
+ "kaynakların korunmasına yardımcı olur.",
+ "çöplüklere olan ihtiyacı artırır.",
+ "Havadaki kirleticilerin giderilmesine yardımcı olur."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"Açık havada gözlem kaydı yapmak için aşağıdaki araçlardan hangisi en iyisidir?",
+ "choices":[
+ "bir cetvel",
+ "bir grafik",
+ "bir not defteri",
+ "bir hesap makinesi"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"Dolaşım sistemi ile solunum sistemi birbirine nasıl bağlıdır?",
+ "choices":[
+ "Solunum sistemiyle toplanan oksijen, dolaşım sistemiyle vücudun her yerine taşınır.",
+ "Dolaşım sistemiyle toplanan katı atıklar solunum sistemiyle vücudun her yerine taşınır.",
+ "Solunum sistemiyle toplanan besinler, dolaşım sistemiyle vücudun her yerine taşınır.",
+ "Dolaşım sistemiyle toplanan karbondioksit, solunum sistemiyle vücudun her tarafına taşınır."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"Bir ağacın yaprakları sonbaharda renk değiştirir. Bu bir ağaç örneğidir",
+ "choices":[
+ "yaşam döngüsünü tamamlıyor",
+ "göçe hazırlanma",
+ "çevresine tepki veren",
+ "başlangıç kış uykusu"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"Hangi bitki kısmı doğru tanımlanmıştır?",
+ "choices":[
+ "Saplar tohumları oluşturur.",
+ "Kökler besinleri emer.",
+ "Yapraklar su emer.",
+ "Çiçekler yiyecek üretir."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/tr_train.json b/data/arc/tr_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..5323fc8e746ab241a9efaf80281602f0811e94cf
--- /dev/null
+++ b/data/arc/tr_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"Mayoz sırasında gerçekleşen aşağıdaki olaylardan hangisi tür içi çeşitliliğe en fazla katkıda bulunur?",
+ "choices":[
+ "kromozomların eşleşmesi",
+ "haploid gametlerin yaratılması",
+ "alellerin ayrılması",
+ "kromatitlerin ayrılması"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"Günümüzde üretilen otomobil motorları gaz verimliliği sağlayacak şekilde tasarlanıyor. Gaz verimliliği sağlayan motorlar, bir şehri büyük olasılıkla gaz tüketimini azaltarak etkiliyor.",
+ "choices":[
+ "hava kirliliği.",
+ "ısı kirliliği.",
+ "gürültü kirliliği.",
+ "ışık kirliliği."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"Ulaşım teknolojisini en iyi hangisi tanımlar?",
+ "choices":[
+ "insanları ve ürünleri taşımak için kullanılan bir sistem",
+ "Ham maddeleri mallara dönüştüren bir işletme",
+ "yapıların inşası ve bitirilmesi",
+ "mekanik enerjinin ısı enerjisine dönüştürülmesi"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"1 kg toluen bileşiği -95°C'de erirse, 500 g toluen",
+ "choices":[
+ "-47.5°C'de erir.",
+ "-95°C'de erir.",
+ "95°C'de kaynatın.",
+ "47.5°C'de kaynatın."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"Hangi bitki özelliği kalıtsaldır?",
+ "choices":[
+ "yapraklarının şekli",
+ "aldığı su miktarı",
+ "topraktan emdiği minerallerin sayısı",
+ "Maruz kaldığı güneş ışığı seviyesi"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"Roger bir kum yığınının üzerine su döktü. Kumun bir kısmı akıp gitti. Bu işlem aşağıdakilerden hangisine benzerdir?",
+ "choices":[
+ "Bir yanardağın patlaması",
+ "Bir kanyonun duvarlarının aşınması",
+ "Dağ sıralarının yükselmesi",
+ "Çölde kumulların veya tümseklerin oluşması"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"Roger, bir çiftlikte yaşayan büyükbabasını ziyaret etti. Orada bulunduğu süre boyunca büyükbabasının samanı ahırdan çıkarmasına yardım etti. Roger ahırda çalışırken hapşırmaya başladı. Vücudun hangi sistemi büyük ihtimalle Roger'ın hapşırmasına neden oldu?",
+ "choices":[
+ "dolaşımsal",
+ "boşaltımsal",
+ "sindirim",
+ "bağışıklık"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"Erin yonca bitkisini karanlık bir köşeye koydu. Kısa süre sonra yaprakların penceresine doğru eğildiğini gördü. Bitkinin pencereden en çok neye ihtiyacı vardı?",
+ "choices":[
+ "gün boyunca güneş ışığı",
+ "gündüz havası",
+ "gece karanlığı",
+ "gece sıcaklığı"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"Yenilenemeyen kaynaklarla ilgili aşağıdaki ifadelerden hangisi doğrudur?",
+ "choices":[
+ "Ucuzdurlar.",
+ "Havanın temiz kalmasına yardımcı olurlar.",
+ "Oluşmaları milyonlarca yıl alabilir.",
+ "Topraktan kolayca çıkarılabildiği için kullanılırlar."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"Hangi insan faaliyeti çevreye en çok zarar veren etkiyi yaratır?",
+ "choices":[
+ "nefes alma",
+ "büyüyen",
+ "ekme",
+ "kirletici"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"Bitkiler fotosentez yapabilmek için bir enerji kaynağına ihtiyaç duyarlar. Bitkiler fotosentez yapabilmek için ihtiyaç duydukları enerjiyi hangi kaynaktan alırlar?",
+ "choices":[
+ "oksijen",
+ "şeker",
+ "güneş ışığı",
+ "su"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"Güneş'in yüzeyi ne kadar sıcak?",
+ "choices":[
+ "Kaynar su kadar sıcak değil",
+ "Ateş kadar sıcak",
+ "Yaklaşık 100°F",
+ "Dünyadaki hemen hemen her şeyden çok daha sıcak"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"Vücudumuzdaki insülinin birincil işlevi;",
+ "choices":[
+ "Yakıtı daha sonra kullanmak üzere depolamak.",
+ "Kandaki glikoz miktarını düzenler.",
+ "Yakıt tüketim verimliliğini artırmak.",
+ "Sindirim bakterilerinin glikozu tüketmesini önler."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/ur_test.json b/data/arc/ur_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfab6d14c007c74f81f41fe5b9da5db9319d19f7
--- /dev/null
+++ b/data/arc/ur_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"جانوروں کو پودوں سے حاصل ہونے والی خوراک کھانے سے توانائی ملتی ہے۔ پودے جانوروں کے ذریعہ خارج ہونے والے مادوں کو لے کر زندہ رہتے ہیں۔ جانور کون سا مادہ خارج کرتے ہیں جسے پودے لیتے ہیں؟",
+ "choices":[
+ "کاربن ڈائی آکسائیڈ",
+ "آکسیجن",
+ "نمک",
+ "چینی"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"جب کوئی ستارہ پھٹتا ہے تو ایک انتہائی روشن چیز بنتی ہے۔ اس چیز کا نام کیا ہے؟",
+ "choices":[
+ "نووا",
+ "سرخ دیو",
+ "سپرنووا",
+ "سفید بونا"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"کلاس پلانٹرز کو کھڑکی کے پاس رکھتی ہے تاکہ پودوں کو زیادہ سورج کی روشنی مل سکے۔ ٹماٹر کے پودے سورج کی روشنی کا استعمال کیسے کرتے ہیں؟",
+ "choices":[
+ "پتیوں میں چینی بنانے کے لئے",
+ "تنوں سے نشاستہ استعمال کرنا",
+ "پانی کو پھولوں تک منتقل کرنے کے لیے",
+ "جڑوں کے ذریعے غذائی اجزاء حاصل کرنے کے لیے"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"ٹریور لیمپ آن کرتا ہے۔ جب لیمپ آن ہوتا ہے تو برقی توانائی توانائی کی کس دوسری شکل میں بدل جاتی ہے؟",
+ "choices":[
+ "کیمیائی",
+ "روشنی",
+ "مکینیکل",
+ "ممکنہ"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"بجلی کی خرابی کے دوران گھر میں کون سی چیزیں زیادہ کارآمد ہوں گی؟",
+ "choices":[
+ "فلیش لائٹس اور اضافی بیٹریاں",
+ "ٹوپیاں اور سنسکرین",
+ "برساتی کوٹ اور چھتری",
+ "کیڑے سپرے اور جیکٹس"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"اخبارات کو ری سائیکل کرنا ماحول کے لیے اچھا ہے کیونکہ یہ",
+ "choices":[
+ "درختوں کی ضرورت کو بڑھاتا ہے۔",
+ "وسائل کو بچانے میں مدد کرتا ہے۔",
+ "لینڈ فلز کی ضرورت کو بڑھاتا ہے۔",
+ "ہوا سے آلودگی کو دور کرنے میں مدد کرتا ہے۔"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"ان میں سے کون سا ٹول باہر مشاہدات کو ریکارڈ کرنے کے لیے بہترین ہے؟",
+ "choices":[
+ "ایک حکمران",
+ "ایک گراف",
+ "ایک نوٹ بک",
+ "ایک کیلکولیٹر"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"گردشی نظام اور نظام تنفس کا ایک دوسرے پر انحصار کیسے ہے؟",
+ "choices":[
+ "نظام تنفس کے ذریعے جمع کی جانے والی آکسیجن گردشی نظام کے ذریعے پورے جسم میں پہنچائی جاتی ہے۔",
+ "گردشی نظام کے ذریعے جمع ہونے والا ٹھوس فضلہ نظام تنفس کے ذریعے پورے جسم میں پہنچایا جاتا ہے۔",
+ "نظام تنفس کے ذریعہ جمع کردہ غذائی اجزا گردشی نظام کے ذریعہ پورے جسم میں لے جایا جاتا ہے۔",
+ "گردشی نظام کے ذریعے جمع کاربن ڈائی آکسائیڈ پورے جسم میں نظام تنفس کے ذریعے پہنچائی جاتی ہے۔"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"درخت کے پتے موسم خزاں میں رنگ بدلتے ہیں۔ یہ ایک درخت کی مثال ہے۔",
+ "choices":[
+ "اپنی زندگی کا چکر مکمل کرنا",
+ "ہجرت کی تیاری",
+ "اس کے ماحول کا جواب دینا",
+ "ہائبرنیشن کا آغاز"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"پودے کا کون سا حصہ صحیح طور پر بیان کیا گیا ہے؟",
+ "choices":[
+ "تنوں سے بیج بنتے ہیں۔",
+ "جڑیں غذائی اجزاء کو جذب کرتی ہیں۔",
+ "پتے پانی جذب کرتے ہیں۔",
+ "پھول کھانا بناتے ہیں۔"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/ur_train.json b/data/arc/ur_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f1199f3bdd87e031243253e99c6f9981c3dec47
--- /dev/null
+++ b/data/arc/ur_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"meiosis کے دوران مندرجہ ذیل میں سے کون سے واقعات ایک پرجاتی کے اندر تغیر میں سب سے زیادہ حصہ ڈالتے ہیں؟",
+ "choices":[
+ "کروموسوم کی جوڑی",
+ "ہیپلوڈ گیمیٹس کی تخلیق",
+ "ایللیس کی علیحدگی",
+ "chromatids کی علیحدگی"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"آج جو آٹوموبائل انجن بنائے گئے ہیں ان کو گیس کی بچت کے لیے ڈیزائن کیا گیا ہے۔ گیس سے چلنے والے انجن زیادہ تر ممکنہ طور پر شہر کو کم کرکے متاثر کرتے ہیں۔",
+ "choices":[
+ "فضائی آلودگی.",
+ "گرمی کی آلودگی.",
+ "شور کی آلودگی.",
+ "روشنی کی آلودگی."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"کون سی بہترین نقل و حمل کی ٹیکنالوجی کی وضاحت کرتا ہے؟",
+ "choices":[
+ "ایک ایسا نظام جو لوگوں اور مصنوعات کو منتقل کرنے کے لیے استعمال ہوتا ہے۔",
+ "ایک ایسا ادارہ جو خام مال کو سامان میں تبدیل کرتا ہے۔",
+ "ڈھانچے کی تعمیر اور تکمیل",
+ "مکینیکل توانائی کو حرارتی توانائی میں تبدیل کرنا"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"اگر 1 کلو مرکب ٹولیون -95 ° C پر پگھل جائے تو 500 گرام ٹولیوین",
+ "choices":[
+ "-47.5 ° C پر پگھلیں۔",
+ "-95 ° C پر پگھلیں۔",
+ "95 ° C پر ابالیں۔",
+ "47.5 ° C پر ابالیں۔"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"پودوں کی کون سی خصوصیت وراثت میں ملتی ہے؟",
+ "choices":[
+ "اس کے پتوں کی شکل",
+ "پانی کی مقدار جو اسے حاصل کرتی ہے۔",
+ "معدنیات کی تعداد جو یہ مٹی سے جذب کرتی ہے۔",
+ "سورج کی روشنی کی سطح جس سے اسے بے نقاب کیا جاتا ہے۔"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"راجر نے ریت کے ڈھیر پر پانی ڈالا۔ ریت کا کچھ حصہ بہہ گیا۔ یہ عمل مندرجہ ذیل میں سے کس سے ملتا جلتا ہے؟",
+ "choices":[
+ "آتش فشاں کا پھٹنا",
+ "ایک وادی کی دیواروں کا کٹاؤ",
+ "پہاڑی سلسلوں کی بلندی",
+ "صحرا میں ٹیلوں یا ٹیلوں کی تشکیل"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"راجر نے اپنے دادا سے ملاقات کی جو ایک فارم پر رہتے ہیں۔ جب وہ وہاں تھا، اس نے اپنے دادا کو گودام سے گھاس نکالنے میں مدد کی۔ جیسے ہی راجر گودام میں کام کر رہا تھا اسے چھینک آنے لگی۔ جسم کا کون سا نظام غالباً راجر کو چھینکنے کا سبب بنا؟",
+ "choices":[
+ "گردش",
+ "اخراج",
+ "ہاضمہ",
+ "مدافعتی"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"ایرن نے اپنا شیمروک پلانٹ ایک تاریک کونے میں رکھا۔ جلد ہی اس نے دیکھا کہ پتے اس کی کھڑکی کی طرف جھک گئے ہیں۔ پودے کو کھڑکی سے سب سے زیادہ کس چیز کی ضرورت تھی؟",
+ "choices":[
+ "دن کے دوران سورج کی روشنی",
+ "دن کے دوران ہوا",
+ "رات میں اندھیرا",
+ "رات کو گرمی"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"ناقابل تجدید وسائل کے بارے میں ان میں سے کون سا بیان درست ہے؟",
+ "choices":[
+ "وہ سستے ہیں۔",
+ "وہ ہوا کو صاف رکھنے میں مدد کرتے ہیں۔",
+ "انہیں بننے میں لاکھوں سال لگ سکتے ہیں۔",
+ "وہ استعمال کیے جاتے ہیں کیونکہ وہ آسانی سے زمین سے ہٹا دیئے جاتے ہیں۔"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"کون سی انسانی سرگرمی اکثر ماحول پر نقصان دہ اثر ڈالتی ہے؟",
+ "choices":[
+ "سانس لینا",
+ "بڑھتی ہوئی",
+ "پودے لگانا",
+ "آلودگی"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"فوٹو سنتھیس انجام دینے کے لیے پودوں کو توانائی کا ایک ذریعہ درکار ہوتا ہے۔ پودوں کو روشنی سنتھیس کے لیے درکار توانائی کس ذریعہ سے ملتی ہے؟",
+ "choices":[
+ "آکسیجن",
+ "چینی",
+ "سورج کی روشنی",
+ "پانی"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"سورج کی سطح پر کتنا گرم ہے؟",
+ "choices":[
+ "ابلتے پانی کی طرح گرم نہیں۔",
+ "تقریباً آگ کی طرح گرم",
+ "تقریباً 100°F",
+ "زمین پر تقریبا کسی بھی چیز سے کہیں زیادہ گرم"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"ہمارے جسم میں انسولین کا بنیادی کام کرنا ہے۔",
+ "choices":[
+ "بعد میں استعمال کے لیے ایندھن ذخیرہ کریں۔",
+ "خون میں گلوکوز کی مقدار کو منظم کریں۔",
+ "ایندھن کی کھپت کی کارکردگی میں اضافہ.",
+ "ہاضمہ بیکٹیریا کو گلوکوز کے استعمال سے روکتا ہے۔"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/vi_test.json b/data/arc/vi_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..9702a493125ee88830bebac8d1f9199e15691430
--- /dev/null
+++ b/data/arc/vi_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"Động vật lấy năng lượng từ việc ăn thức ăn có nguồn gốc từ thực vật. Thực vật sống sót bằng cách hấp thụ các chất do động vật tiết ra. Động vật tiết ra chất gì mà thực vật hấp thụ?",
+ "choices":[
+ "khí cacbonic",
+ "ôxy",
+ "muối",
+ "đường"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"Khi một ngôi sao phát nổ, một vật thể cực sáng được hình thành. Tên của vật thể này là gì?",
+ "choices":[
+ "mới",
+ "sao khổng lồ đỏ",
+ "siêu tân tinh",
+ "sao lùn trắng"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"Lớp đặt chậu cây bên cửa sổ để cây có thể nhận được nhiều ánh sáng mặt trời hơn. Cây cà chua sử dụng ánh sáng mặt trời như thế nào?",
+ "choices":[
+ "để làm đường trong lá",
+ "sử dụng tinh bột từ thân cây",
+ "để di chuyển nước đến những bông hoa",
+ "để lấy chất dinh dưỡng qua rễ"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"Trevor bật đèn. Khi đèn bật, năng lượng điện chuyển thành dạng năng lượng nào khác?",
+ "choices":[
+ "hóa chất",
+ "ánh sáng",
+ "cơ khí",
+ "tiềm năng"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"Những đồ dùng nào sẽ hữu ích nhất trong nhà khi mất điện?",
+ "choices":[
+ "đèn pin và pin dự phòng",
+ "mũ và kem chống nắng",
+ "áo mưa và ô",
+ "thuốc xịt côn trùng và áo khoác"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"Tái chế báo là tốt cho môi trường vì nó",
+ "choices":[
+ "làm tăng nhu cầu về cây xanh.",
+ "giúp bảo tồn tài nguyên.",
+ "làm tăng nhu cầu về bãi chôn lấp.",
+ "giúp loại bỏ các chất ô nhiễm khỏi không khí."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"Trong số những công cụ sau, công cụ nào là tốt nhất để ghi lại các quan sát ngoài trời?",
+ "choices":[
+ "một người cai trị",
+ "một đồ thị",
+ "một cuốn sổ tay",
+ "một máy tính"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"Hệ tuần hoàn và hệ hô hấp phụ thuộc lẫn nhau như thế nào?",
+ "choices":[
+ "Oxy được hệ hô hấp thu thập sẽ được hệ tuần hoàn vận chuyển đi khắp cơ thể.",
+ "Chất thải rắn được hệ tuần hoàn thu thập sẽ được hệ hô hấp vận chuyển đi khắp cơ thể.",
+ "Các chất dinh dưỡng được hệ hô hấp thu thập sẽ được hệ tuần hoàn vận chuyển đi khắp cơ thể.",
+ "Carbon dioxide được hệ tuần hoàn thu thập sẽ được hệ hô hấp vận chuyển đi khắp cơ thể."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"Lá của một cái cây đổi màu vào mùa thu. Đây là một ví dụ về một cái cây",
+ "choices":[
+ "hoàn thành vòng đời của nó",
+ "chuẩn bị di cư",
+ "phản ứng với môi trường của nó",
+ "bắt đầu ngủ đông"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"Bộ phận nào của cây được mô tả đúng?",
+ "choices":[
+ "Thân cây tạo ra hạt.",
+ "Rễ hấp thụ chất dinh dưỡng.",
+ "Lá hấp thụ nước.",
+ "Hoa làm ra thức ăn."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/vi_train.json b/data/arc/vi_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..46c443db52aab22e4e9597bce0203776df4ffd94
--- /dev/null
+++ b/data/arc/vi_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"Sự kiện nào sau đây trong quá trình giảm phân đóng góp nhiều nhất vào sự biến dị trong một loài?",
+ "choices":[
+ "sự ghép cặp của nhiễm sắc thể",
+ "tạo ra giao tử đơn bội",
+ "sự phân ly của các alen",
+ "sự tách rời của các nhiễm sắc tử"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"Động cơ ô tô được chế tạo ngày nay được thiết kế để tiết kiệm xăng. Động cơ tiết kiệm xăng rất có thể ảnh hưởng đến một thành phố bằng cách giảm",
+ "choices":[
+ "ô nhiễm không khí.",
+ "ô nhiễm nhiệt.",
+ "ô nhiễm tiếng ồn.",
+ "ô nhiễm ánh sáng."
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"Câu nào mô tả tốt nhất về công nghệ vận tải?",
+ "choices":[
+ "một hệ thống được sử dụng để di chuyển con người và sản phẩm",
+ "một doanh nghiệp biến đổi nguyên liệu thô thành hàng hóa",
+ "việc xây dựng và hoàn thiện các công trình",
+ "sự chuyển đổi năng lượng cơ học thành năng lượng nhiệt"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"Nếu 1 kg hợp chất toluen nóng chảy ở -95°C thì 500 g toluen sẽ",
+ "choices":[
+ "nóng chảy ở -47,5°C.",
+ "nóng chảy ở -95°C.",
+ "đun sôi ở 95°C.",
+ "đun sôi ở 47,5°C."
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"Đặc điểm nào của cây được di truyền?",
+ "choices":[
+ "hình dạng của lá của nó",
+ "lượng nước nó nhận được",
+ "số lượng khoáng chất mà nó hấp thụ từ đất",
+ "mức độ ánh sáng mặt trời mà nó được tiếp xúc"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"Roger đổ nước lên một đống cát. Một số cát bị trôi đi. Quá trình này tương tự như quá trình nào sau đây?",
+ "choices":[
+ "Sự phun trào của một ngọn núi lửa",
+ "Sự xói mòn của các bức tường của một hẻm núi",
+ "Sự nâng cao của các dãy núi",
+ "Sự hình thành các cồn cát hoặc gò đất trong sa mạc"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"Roger đến thăm ông nội của mình, người sống trong một trang trại. Khi ở đó, anh đã giúp ông nội chuyển cỏ khô ra khỏi chuồng. Khi Roger làm việc trong chuồng, anh bắt đầu hắt hơi. Hệ thống nào của cơ thể có khả năng khiến Roger hắt hơi nhiều nhất?",
+ "choices":[
+ "tuần hoàn",
+ "bài tiết",
+ "tiêu hóa",
+ "miễn dịch"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"Erin đặt cây cỏ ba lá của mình vào một góc tối. Chẳng mấy chốc cô thấy lá cây nghiêng về phía cửa sổ. Cây cần gì nhất ở cửa sổ?",
+ "choices":[
+ "ánh sáng mặt trời trong ngày",
+ "không khí trong ngày",
+ "bóng tối vào ban đêm",
+ "sự ấm áp vào ban đêm"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"Câu nào sau đây là đúng khi nói về tài nguyên không tái tạo?",
+ "choices":[
+ "Chúng không đắt.",
+ "Chúng giúp giữ cho không khí trong lành.",
+ "Chúng có thể mất hàng triệu năm để hình thành.",
+ "Chúng được sử dụng vì dễ dàng được lấy ra khỏi mặt đất."
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"Hoạt động nào của con người thường gây ảnh hưởng có hại nhất đến môi trường?",
+ "choices":[
+ "thở",
+ "đang phát triển",
+ "trồng trọt",
+ "gây ô nhiễm"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"Cây cần nguồn năng lượng để thực hiện quá trình quang hợp. Cây nhận được năng lượng cần thiết để thực hiện quá trình quang hợp từ nguồn nào?",
+ "choices":[
+ "ôxy",
+ "đường",
+ "ánh sáng mặt trời",
+ "Nước"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"Bề mặt của Mặt trời nóng đến mức nào?",
+ "choices":[
+ "Không nóng bằng nước sôi",
+ "Nóng như lửa",
+ "Khoảng 100°F",
+ "Nóng hơn nhiều so với hầu hết mọi thứ trên Trái Đất"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"Chức năng chính của insulin trong cơ thể chúng ta là",
+ "choices":[
+ "lưu trữ nhiên liệu để sử dụng sau.",
+ "điều chỉnh lượng glucose trong máu.",
+ "tăng hiệu quả tiêu thụ nhiên liệu.",
+ "ngăn chặn vi khuẩn tiêu hóa tiêu thụ glucose."
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/zh_test.json b/data/arc/zh_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..0eb0134ac6342663569c2ba2e16217df4a8bf348
--- /dev/null
+++ b/data/arc/zh_test.json
@@ -0,0 +1,112 @@
+[
+ {
+ "id":"Mercury_SC_409024",
+ "question":"动物通过食用植物获取能量。植物通过吸收动物释放的物质生存。动物释放的物质中，哪些是植物吸收的？",
+ "choices":[
+ "二氧化碳",
+ "氧",
+ "盐",
+ "糖"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_LBS10817",
+ "question":"当一颗恒星爆炸时，会形成一个非常明亮的物体。这个物体叫什么名字？",
+ "choices":[
+ "新星",
+ "红巨星",
+ "超新星",
+ "白矮星"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"OHAT_2011_5_37",
+ "question":"班级把花盆放在窗边，这样植物就能得到更多的阳光。番茄植株是如何利用阳光的呢？",
+ "choices":[
+ "在叶子中制造糖分",
+ "使用茎中的淀粉",
+ "将水移到花上",
+ "通过根部获取营养"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_409574",
+ "question":"特雷弗打开了一盏灯。当灯亮时，电能会转换成哪种形式的能量？",
+ "choices":[
+ "化学",
+ "光",
+ "机械的",
+ "潜在的"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"NYSEDREGENTS_2013_4_29",
+ "question":"停电时家里哪些物品最有用？",
+ "choices":[
+ "手电筒和备用电池",
+ "帽子和防晒霜",
+ "雨衣和雨伞",
+ "杀虫剂和夹克"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_SC_400987",
+ "question":"回收报纸对环境有益，因为它",
+ "choices":[
+ "增加了对树木的需求。",
+ "有助于节约资源。",
+ "增加了对垃圾填埋场的需求。",
+ "有助于去除空气中的污染物。"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_SC_402031",
+ "question":"以下哪种工具最适合记录户外观察结果？",
+ "choices":[
+ "一把尺子",
+ "图表",
+ "一本笔记本",
+ "计算器"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"AKDE&ED_2008_8_51",
+ "question":"循环系统和呼吸系统如何相互依赖？",
+ "choices":[
+ "呼吸系统收集的氧气通过循环系统输送到全身。",
+ "循环系统收集的固体废物由呼吸系统输送到全身。",
+ "呼吸系统收集的营养物质通过循环系统输送到全身。",
+ "循环系统收集的二氧化碳通过呼吸系统输送到全身。"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NYSEDREGENTS_2008_4_21",
+ "question":"树叶在秋天会变色。这是一棵树的例子",
+ "choices":[
+ "完成其生命周期",
+ "准备迁移",
+ "对环境作出反应",
+ "开始冬眠"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_SC_416097",
+ "question":"哪个植物部分的描述是正确的？",
+ "choices":[
+ "茎产生种子。",
+ "根吸收养分。",
+ "叶子吸收水分。",
+ "鲜花可以做食物。"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/data/arc/zh_train.json b/data/arc/zh_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..f91ddaeba5e49268469347609a587832f14bfca8
--- /dev/null
+++ b/data/arc/zh_train.json
@@ -0,0 +1,145 @@
+[
+ {
+ "id":"Mercury_7283255",
+ "question":"减数分裂过程中下列哪个事件对物种内部的变异贡献最大？",
+ "choices":[
+ "染色体配对",
+ "单倍体配子的产生",
+ "等位基因分离",
+ "染色单体分离"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"Mercury_405944",
+ "question":"如今生产的汽车发动机都注重燃油效率。燃油效率高的发动机最有可能对城市产生的影响是减少",
+ "choices":[
+ "空气污染。",
+ "热污染。",
+ "噪音污染。",
+ "光污染。"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2001_8_2",
+ "question":"哪一项最能描述运输技术？",
+ "choices":[
+ "用于运送人员和产品的系统",
+ "将原材料转化为商品的企业",
+ "建筑物的建造和装修",
+ "机械能转化为热能"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"MCAS_2005_8_14",
+ "question":"如果 1 公斤甲苯的熔点为 -95°C，那么 500 克甲苯将",
+ "choices":[
+ "熔点为-47.5°C。",
+ "熔点为-95°C。",
+ "在 95°C 时沸腾。",
+ "沸点为47.5°C。"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_400056",
+ "question":"哪种植物特性是遗传的？",
+ "choices":[
+ "叶子的形状",
+ "它接收的水量",
+ "从土壤中吸收的矿物质数量",
+ "暴露在阳光下的程度"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"NAEP_2009_4_S11+2",
+ "question":"罗杰把水倒在一堆沙子上。一些沙子被冲走了。这个过程类似于以下哪项？",
+ "choices":[
+ "火山喷发",
+ "峡谷壁的侵蚀",
+ "山脉的隆升",
+ "沙漠中沙丘或土丘的形成"
+ ],
+ "answerKey":"B"
+ },
+ {
+ "id":"Mercury_7136115",
+ "question":"罗杰去拜访住在农场里的祖父。他帮祖父把干草从谷仓里搬出来。罗杰在谷仓里干活的时候开始打喷嚏。身体的哪个系统最有可能引起罗杰打喷嚏？",
+ "choices":[
+ "循环系统",
+ "排泄",
+ "消化系统",
+ "免疫"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_416531",
+ "question":"艾琳把她的三叶草放在一个阴暗的角落里。很快，她发现叶子向窗户倾斜了。这株植物最需要窗户的什么呢？",
+ "choices":[
+ "白天的阳光",
+ "白天的空气",
+ "夜晚的黑暗",
+ "夜晚的温暖"
+ ],
+ "answerKey":"A"
+ },
+ {
+ "id":"Mercury_404988",
+ "question":"以下关于不可再生资源的说法哪个是正确的？",
+ "choices":[
+ "它们价格便宜。",
+ "它们有助于保持空气清洁。",
+ "它们的形成可能需要数百万年的时间。",
+ "之所以使用它们，是因为它们很容易从地面移除。"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NYSEDREGENTS_2006_4_27",
+ "question":"哪些人类活动最常对环境产生有害影响？",
+ "choices":[
+ "呼吸",
+ "生长",
+ "种植",
+ "污染"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_SC_409901",
+ "question":"植物进行光合作用需要能量来源。植物从哪里获取光合作用所需的能量？",
+ "choices":[
+ "氧",
+ "糖",
+ "阳光",
+ "水"
+ ],
+ "answerKey":"C"
+ },
+ {
+ "id":"NAEP_2000_4_S12+2",
+ "question":"太阳表面有多热？",
+ "choices":[
+ "不像沸水那么热",
+ "和火一样热",
+ "约100°F",
+ "比地球上几乎任何东西都热得多"
+ ],
+ "answerKey":"D"
+ },
+ {
+ "id":"Mercury_7001768",
+ "question":"胰岛素在我们体内的主要功能是",
+ "choices":[
+ "储存燃料以备后用。",
+ "调节血液中的葡萄糖量。",
+ "提高燃料消耗效率。",
+ "阻止消化细菌消耗葡萄糖。"
+ ],
+ "answerKey":"B"
+ }
+]
diff --git a/datasets.json b/datasets.json
index fe285c282616afbe61a1083e49226acdb9b3bb88..03127d96cc36fad9163026102d5843914afee1c6 100644
--- a/datasets.json
+++ b/datasets.json
@@ -318,58 +318,6 @@
"implemented": false,
"group": "Grade School Math"
},
- {
- "name": "FLEURS",
- "author": "Meta",
- "author_url": "https://ai.meta.com",
- "url": "https://huggingface.co/datasets/google/fleurs",
- "n_languages": 102,
- "tasks": [
- "speech_recognition"
- ],
- "parallel": true,
- "translation": "human",
- "base": "FLORES",
- "implemented": false,
- "group": "Speech Recognition"
- },
- {
- "name": "CommonVoice",
- "author": "Mozilla",
- "author_url": "https://blog.mozilla.ai",
- "url": "https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0",
- "n_languages": 124,
- "tasks": [
- "speech_recognition"
- ],
- "parallel": null,
- "translation": "human",
- "group": "Speech Recognition"
- },
- {
- "name": "WorldCuisines",
- "author": "Academic",
- "author_url": "https://worldcuisines.github.io",
- "url": "https://huggingface.co/datasets/worldcuisines/vqa",
- "n_languages": 30,
- "tasks": [
- "visual_question_answering"
- ],
- "parallel": null,
- "group": "Visual Question Answering"
- },
- {
- "name": "CVQA",
- "author": "Academic",
- "author_url": null,
- "url": "https://huggingface.co/datasets/afaji/cvqa",
- "n_languages": 39,
- "tasks": [
- "visual_question_answering"
- ],
- "parallel": null,
- "group": "Visual Question Answering"
- },
{
"name": "Uhuru ARC Easy",
"author": "Masakhane",
@@ -382,7 +330,7 @@
"parallel": true,
"translation": "human",
"base": "AI2 ARC",
- "implemented": false,
+ "implemented": true,
"group": "Abstract Reasoning"
},
{
@@ -460,6 +408,58 @@
"implemented": false,
"group": "Truthfulness"
},
+ {
+ "name": "FLEURS",
+ "author": "Meta",
+ "author_url": "https://ai.meta.com",
+ "url": "https://huggingface.co/datasets/google/fleurs",
+ "n_languages": 102,
+ "tasks": [
+ "speech_recognition"
+ ],
+ "parallel": true,
+ "translation": "human",
+ "base": "FLORES",
+ "implemented": false,
+ "group": "Speech Recognition"
+ },
+ {
+ "name": "CommonVoice",
+ "author": "Mozilla",
+ "author_url": "https://blog.mozilla.ai",
+ "url": "https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0",
+ "n_languages": 124,
+ "tasks": [
+ "speech_recognition"
+ ],
+ "parallel": null,
+ "translation": "human",
+ "group": "Speech Recognition"
+ },
+ {
+ "name": "WorldCuisines",
+ "author": "Academic",
+ "author_url": "https://worldcuisines.github.io",
+ "url": "https://huggingface.co/datasets/worldcuisines/vqa",
+ "n_languages": 30,
+ "tasks": [
+ "visual_question_answering"
+ ],
+ "parallel": null,
+ "group": "Visual Question Answering"
+ },
+ {
+ "name": "CVQA",
+ "author": "Academic",
+ "author_url": null,
+ "url": "https://huggingface.co/datasets/afaji/cvqa",
+ "n_languages": 39,
+ "tasks": [
+ "visual_question_answering"
+ ],
+ "parallel": null,
+ "group": "Visual Question Answering"
+ },
{
"name": "XNLI",
"author": "Meta",
diff --git a/evals/backend.py b/evals/backend.py
index 5d7180c33f2a613015110daf305e3f6b01d793f4..13c3babaa1cd8057df24f70ef81a579700672d24 100644
--- a/evals/backend.py
+++ b/evals/backend.py
@@ -25,6 +25,7 @@ task_metrics = [
"translation_to_bleu",
"classification_accuracy",
"mmlu_accuracy",
+ "arc_accuracy",
"mgsm_accuracy",
]
diff --git a/evals/datasets_/arc.py b/evals/datasets_/arc.py
new file mode 100644
index 0000000000000000000000000000000000000000..b3060a0678901970538e3c0fe944161bb622d879
--- /dev/null
+++ b/evals/datasets_/arc.py
@@ -0,0 +1,113 @@
+import random
+from collections import Counter, defaultdict
+
+from langcodes import Language, standardize_tag
+from rich import print
+from models import translate_google, google_supported_languages
+from tqdm import tqdm
+from datasets import Dataset, load_dataset
+import asyncio
+from tqdm.asyncio import tqdm_asyncio
+import os
+
+from datasets_.util import _get_dataset_config_names, _load_dataset
+
+slug_uhura_arc_easy = "masakhane/uhura-arc-easy"
+tags_uhura_arc_easy = {
+ standardize_tag(a.split("_")[0], macro=True): a for a in _get_dataset_config_names(slug_uhura_arc_easy)
+ if not a.endswith("unmatched")
+}
+
+
+random.seed(42)
+id_sets_train = [set(_load_dataset(slug_uhura_arc_easy, tag, split="train")["id"]) for tag in tags_uhura_arc_easy.values()]
+common_ids_train = list(sorted(set.intersection(*id_sets_train)))
+random.shuffle(common_ids_train)
+id_sets_test = [set(_load_dataset(slug_uhura_arc_easy, tag, split="test")["id"]) for tag in tags_uhura_arc_easy.values()]
+common_ids_test = list(sorted(set.intersection(*id_sets_test)))
+random.shuffle(common_ids_test)
+
+slug_uhura_arc_easy_translated = "fair-forward/arc-easy-autotranslated"
+tags_uhura_arc_easy_translated = {
+ standardize_tag(a.split("_")[0], macro=True): a for a in _get_dataset_config_names(slug_uhura_arc_easy_translated)
+}
+
+
+
+
+def add_choices(row):
+ row["choices"] = row["choices"]["text"]
+ return row
+
+
+def load_uhura_arc_easy(language_bcp_47, nr):
+ if language_bcp_47 in tags_uhura_arc_easy.keys():
+ ds = _load_dataset(slug_uhura_arc_easy, tags_uhura_arc_easy[language_bcp_47])
+ ds = ds.map(add_choices)
+ ds = ds.rename_column("answerKey", "answer")
+ train_ids = common_ids_train[nr:nr+3]
+ examples = ds["train"].filter(lambda x: x["id"] in train_ids)
+ task = ds["test"].filter(lambda x: x["id"] == common_ids_test[nr])[0]
+ return "masakhane/uhura-arc-easy", examples, task
+ if language_bcp_47 in tags_uhura_arc_easy_translated.keys():
+ ds = _load_dataset(slug_uhura_arc_easy_translated, tags_uhura_arc_easy_translated[language_bcp_47])
+ ds = ds.rename_column("answerKey", "answer")
+ train_ids = common_ids_train[nr:nr+3]
+ examples = ds["train"].filter(lambda x: x["id"] in train_ids)
+ task = ds["test"].filter(lambda x: x["id"] == common_ids_test[nr])[0]
+ return "fair-forward/arc-easy-autotranslated", examples, task
+ else:
+ return None, None, None
+
+def translate_arc(languages):
+ human_translated = tags_uhura_arc_easy.keys()
+ untranslated = [
+ lang
+ for lang in languages["bcp_47"].values[:100]
+ if lang not in human_translated and lang in google_supported_languages
+ ]
+ n_samples = 10
+ train_ids = common_ids_train[:n_samples+3]
+ en_train = _load_dataset(slug_uhura_arc_easy, subset=tags_uhura_arc_easy["en"], split="train")
+ en_train = en_train.filter(lambda x: x["id"] in train_ids)
+ test_ids = common_ids_test[:n_samples]
+ en_test = _load_dataset(slug_uhura_arc_easy, subset=tags_uhura_arc_easy["en"], split="test")
+ en_test = en_test.filter(lambda x: x["id"] in test_ids)
+ data = {"train": en_train, "test": en_test}
+
+ slug = "fair-forward/arc-easy-autotranslated"
+ for lang in tqdm(untranslated):
+ # check if already exists on hub
+ try:
+ ds_lang = load_dataset(slug, lang)
+ except (ValueError, Exception):
+ print(f"Translating {lang}...")
+ for split, data_en in data.items():
+ questions_tr = [translate_google(q, "en", lang) for q in data_en["question"]]
+ questions_tr = asyncio.run(tqdm_asyncio.gather(*questions_tr))
+ choices_texts_concatenated = []
+ for choice in data_en["choices"]:
+ for option in choice["text"]:
+ choices_texts_concatenated.append(option)
+ choices_tr = [translate_google(c, "en", lang) for c in choices_texts_concatenated]
+ choices_tr = asyncio.run(tqdm_asyncio.gather(*choices_tr))
+ # group into chunks of 4
+ choices_tr = [choices_tr[i:i+4] for i in range(0, len(choices_tr), 4)]
+
+ ds_lang = Dataset.from_dict(
+ {
+ "id": data_en["id"],
+ "question": questions_tr,
+ "choices": choices_tr,
+ "answerKey": data_en["answerKey"],
+ }
+ )
+ ds_lang.push_to_hub(
+ slug,
+ split=split,
+ config_name=lang,
+ token=os.getenv("HUGGINGFACE_ACCESS_TOKEN"),
+ )
+ ds_lang.to_json(
+ f"data/translations/arc/{lang}_{split}.json", lines=False, force_ascii=False, indent=2
+ )
diff --git a/evals/datasets_/mgsm.py b/evals/datasets_/mgsm.py
index b93abcfeb25290d796ecb957e4c417a9910645af..91566442b0f21f84a77d4a8aa67fb56a3c8c35df 100644
--- a/evals/datasets_/mgsm.py
+++ b/evals/datasets_/mgsm.py
@@ -96,5 +96,5 @@ def translate_mgsm(languages):
token=os.getenv("HUGGINGFACE_ACCESS_TOKEN"),
)
ds_lang.to_json(
- f"data/mgsm/{lang}.json", lines=False, force_ascii=False, indent=2
+ f"data/translations/mgsm/{lang}.json", lines=False, force_ascii=False, indent=2
)
diff --git a/evals/main.py b/evals/main.py
index d242d089f2e8efc5a45cd271ab9e84484f5b3648..9ba71d820698cd55b2d51c376065c566dede80d1 100644
--- a/evals/main.py
+++ b/evals/main.py
@@ -15,7 +15,8 @@ n_sentences = 10
async def evaluate():
# FIXME we should not need this for-loop, but it helps
- for n_languages in range(90, 101, 3):
+ # for n_languages in range(20, 101, 20):
+ for n_languages in range(20, 21, 1):
print(f"running evaluations for {n_languages} languages")
old_results = pd.read_json("results.json")
old_models = pd.read_json("models.json")
diff --git a/evals/models.py b/evals/models.py
index 93b6de1fed14a6fed3e487749e6d6b7350a0b180..605425f1df630335e4325a9afd38bdd481eb8429 100644
--- a/evals/models.py
+++ b/evals/models.py
@@ -281,7 +281,7 @@ def load_models(date: date):
)
# models = models[models["cost"] <= 2.0].reset_index(drop=True)
models["tasks"] = [
- ["translation_from", "translation_to", "classification", "mmlu", "mgsm"]
+ ["translation_from", "translation_to", "classification", "mmlu", "arc", "mgsm"]
] * len(models)
models = pd.concat([models, get_translation_models()])
models = models[ # temporary fix FIXME
diff --git a/evals/plots.py b/evals/plots.py
new file mode 100644
index 0000000000000000000000000000000000000000..143e37946dfec950fc32567d5e7e1e960ce8ee31
--- /dev/null
+++ b/evals/plots.py
@@ -0,0 +1,130 @@
+import pandas as pd
+import matplotlib.pyplot as plt
+import seaborn as sns
+import numpy as np
+from scipy.special import logit
+
+df = pd.read_json("../results.json")
+
+df = df[df["metric"] != "chrf"]
+df = df.groupby(["task", "metric", "bcp_47"]).agg({"score": "mean"}).reset_index()
+
+# Apply logit transformation to classification scores to reduce skewness
+def transform_classification_scores(row):
+ if row['task'] == 'classification':
+ # Avoid division by zero and infinite values by clipping
+ score = np.clip(row['score'], 0.001, 0.999)
+ # Apply logit transformation (log(p/(1-p)))
+ return logit(score)
+ else:
+ return row['score']
+
+df['score'] = df.apply(transform_classification_scores, axis=1)
+
+# Create a pivot table with tasks as columns and languages as rows
+pivot_df = df.pivot_table(
+ values='score',
+ index='bcp_47',
+ columns='task',
+ aggfunc='mean'
+)
+
+# Calculate correlation matrix
+correlation_matrix = pivot_df.corr()
+
+# Create the correlation plot
+plt.figure(figsize=(12, 10))
+# Create mask for upper triangle including diagonal to show only lower triangle
+mask = np.triu(np.ones_like(correlation_matrix, dtype=bool))
+
+# Create a heatmap
+sns.heatmap(
+ correlation_matrix,
+ annot=True,
+ cmap='coolwarm',
+ center=0,
+ square=True,
+ mask=mask,
+ cbar_kws={"shrink": .8},
+ fmt='.3f'
+)
+
+plt.title('Task Performance Correlation Matrix', fontsize=16, fontweight='bold')
+plt.xlabel('Tasks', fontsize=12)
+plt.ylabel('Tasks', fontsize=12)
+plt.xticks(rotation=45, ha='right')
+plt.yticks(rotation=0)
+plt.tight_layout()
+
+# Save the plot
+plt.savefig('task_correlation_matrix.png', dpi=300, bbox_inches='tight')
+plt.show()
+
+# Print correlation values for reference
+print("Correlation Matrix:")
+print("Note: Classification scores have been logit-transformed to reduce skewness")
+print(correlation_matrix.round(3))
+
+# Also create a scatter plot matrix for pairwise relationships with highlighted languages
+highlighted_languages = ['en', 'zh', 'hi', 'es', 'ar']
+
+# Create color mapping
+def get_color_and_label(lang_code):
+ if lang_code in highlighted_languages:
+ color_map = {'en': 'red', 'zh': 'blue', 'hi': 'green', 'es': 'orange', 'ar': 'purple'}
+ return color_map[lang_code], lang_code
+ else:
+ return 'lightgray', 'Other'
+
+# Create custom scatter plot matrix
+tasks = pivot_df.columns.tolist()
+n_tasks = len(tasks)
+
+fig, axes = plt.subplots(n_tasks, n_tasks, figsize=(15, 12))
+fig.suptitle('Pairwise Task Performance (Highlighted Languages)', fontsize=16, fontweight='bold')
+
+# Create legend elements
+legend_elements = []
+for lang in highlighted_languages:
+ color, _ = get_color_and_label(lang)
+ legend_elements.append(plt.Line2D([0], [0], marker='o', color='w', markerfacecolor=color, markersize=8, label=lang))
+legend_elements.append(plt.Line2D([0], [0], marker='o', color='w', markerfacecolor='lightgray', markersize=8, label='Other'))
+
+for i, task_y in enumerate(tasks):
+ for j, task_x in enumerate(tasks):
+ ax = axes[i, j]
+
+ if i == j:
+ # Diagonal: histogram
+ task_data = pivot_df[task_y].dropna()
+ colors = [get_color_and_label(lang)[0] for lang in task_data.index]
+ ax.hist(task_data, bins=20, alpha=0.7, color='skyblue', edgecolor='black')
+ ax.set_title(f'{task_y}', fontsize=10)
+ else:
+ # Off-diagonal: scatter plot
+ for lang_code in pivot_df.index:
+ if pd.notna(pivot_df.loc[lang_code, task_x]) and pd.notna(pivot_df.loc[lang_code, task_y]):
+ color, _ = get_color_and_label(lang_code)
+ alpha = 0.8 if lang_code in highlighted_languages else 0.3
+ size = 50 if lang_code in highlighted_languages else 20
+ ax.scatter(pivot_df.loc[lang_code, task_x], pivot_df.loc[lang_code, task_y],
+ c=color, alpha=alpha, s=size)
+
+ # Set labels
+ if i == n_tasks - 1:
+ ax.set_xlabel(task_x, fontsize=10)
+ if j == 0:
+ ax.set_ylabel(task_y, fontsize=10)
+
+ # Remove tick labels except for edges
+ if i != n_tasks - 1:
+ ax.set_xticklabels([])
+ if j != 0:
+ ax.set_yticklabels([])
+
+# Add legend
+fig.legend(handles=legend_elements, loc='upper right', bbox_to_anchor=(1, 1))
+
+plt.tight_layout()
+plt.savefig('task_scatter_matrix.png', dpi=300, bbox_inches='tight')
+plt.show()
diff --git a/evals/tasks.py b/evals/tasks.py
index d598e35175a6faac9c6c3f477d132e845dc2ed8f..8fed200996d0e152045bbd5ea54b95ec181e1133 100644
--- a/evals/tasks.py
+++ b/evals/tasks.py
@@ -8,6 +8,7 @@ import sentencepiece as spm
from datasets_.flores import flores_sentences
from datasets_.mgsm import load_mgsm, parse_number
from datasets_.mmlu import load_mmlu
+from datasets_.arc import load_uhura_arc_easy
from google.cloud import translate_v2 as translate
from langcodes import closest_supported_match
from languages import languages, script_name
@@ -223,29 +224,28 @@ async def mlm_and_evaluate(model, language_bcp_47, nr):
}
]
+def format_multiple_choice(item):
+ return f"""{item["question"]}
+
+ A: {item["choices"][0]}
+ B: {item["choices"][1]}
+ C: {item["choices"][2]}
+ D: {item["choices"][3]}
+
+ A|B|C|D?"""
async def mmlu_and_evaluate(model, language_bcp_47, nr):
ds_name, examples, task = load_mmlu(language_bcp_47, nr)
if not task:
return []
- def format_item(item):
- return f"""{item["question"]}
-
- A: {item["choices"][0]}
- B: {item["choices"][1]}
- C: {item["choices"][2]}
- D: {item["choices"][3]}
-
- A|B|C|D?"""
-
messages = []
for example in examples:
messages += [
- {"role": "user", "content": format_item(example)},
+ {"role": "user", "content": format_multiple_choice(example)},
{"role": "assistant", "content": example["answer"]},
]
- messages += [{"role": "user", "content": format_item(task)}]
+ messages += [{"role": "user", "content": format_multiple_choice(task)}]
try:
response = await complete(
model=model,
@@ -270,6 +270,42 @@ async def mmlu_and_evaluate(model, language_bcp_47, nr):
}
]
+async def arc_and_evaluate(model, language_bcp_47, nr):
+ ds_name, examples, task = load_uhura_arc_easy(language_bcp_47, nr)
+ if not task:
+ return []
+
+ messages = []
+ for example in examples:
+ messages += [
+ {"role": "user", "content": format_multiple_choice(example)},
+ {"role": "assistant", "content": example["answer"]},
+ ]
+ messages += [{"role": "user", "content": format_multiple_choice(task)}]
+ try:
+ response = await complete(
+ model=model,
+ messages=messages,
+ temperature=0,
+ max_tokens=1,
+ )
+ acc = int(response[:1].strip() == task["answer"])
+ except Exception as e:
+ if "ResponsibleAIPolicyViolation" in str(e):
+ acc = 0
+ else:
+ raise e
+ return [
+ {
+ "model": model,
+ "bcp_47": language_bcp_47,
+ "task": "arc",
+ "metric": "accuracy",
+ "score": acc,
+ "sentence_nr": nr,
+ }
+ ]
+
async def mgsm_and_evaluate(model, language_bcp_47, nr):
system_prompt = """
@@ -346,6 +382,7 @@ tasks = {
"classification": classify_and_evaluate,
# "mlm": mlm_and_evaluate,
"mmlu": mmlu_and_evaluate,
+ "arc": arc_and_evaluate,
"mgsm": mgsm_and_evaluate,
# "asr": transcribe_and_evaluate,
}
diff --git a/evals/translate.py b/evals/translate.py
index ca9abd62892e6f43dcf9f6d9d4ff21895b6579f9..ae752a74f40be4209851cc76601bf65cc8d49030 100644
--- a/evals/translate.py
+++ b/evals/translate.py
@@ -1,5 +1,7 @@
from languages import languages
from datasets_.mgsm import translate_mgsm
+from datasets_.arc import translate_arc
if __name__ == "__main__":
- translate_mgsm(languages)
\ No newline at end of file
+ translate_mgsm(languages)
+ translate_arc(languages)
\ No newline at end of file
diff --git a/frontend/src/components/ScoreColumns.js b/frontend/src/components/ScoreColumns.js
index 5e7e7e606efb9fa863d89bc184eb329a8427e919..ec253c0b06008e1047294e6fdc9c7eb748cd7c30 100644
--- a/frontend/src/components/ScoreColumns.js
+++ b/frontend/src/components/ScoreColumns.js
@@ -44,7 +44,7 @@ const ScoreColumns = [
,
+ ,
=4.67.1",
"transformers>=4.51.3",
]
+
+[dependency-groups]
+dev = [
+ "ipython>=9.3.0",
+ "jupyter>=1.1.1",
+ "scipy>=1.16.0",
+ "seaborn>=0.13.2",
+]
diff --git a/results.json b/results.json
index 76de4f0656b98693c47dc4dbba2443037cc7940b..57397ed3f7358a6e17c3737920e762e4baa1c902 100644
--- a/results.json
+++ b/results.json
@@ -118,6 +118,13 @@
"metric":"chrf",
"score":0.1707669328
},
+ {
+ "model":"amazon\/nova-micro-v1",
+ "bcp_47":"am",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":0.7
+ },
{
"model":"amazon\/nova-micro-v1",
"bcp_47":"am",
@@ -881,6 +888,13 @@
"metric":"chrf",
"score":0.4761366058
},
+ {
+ "model":"amazon\/nova-micro-v1",
+ "bcp_47":"en",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
+ },
{
"model":"amazon\/nova-micro-v1",
"bcp_47":"en",
@@ -930,6 +944,13 @@
"metric":"chrf",
"score":0.7810071072
},
+ {
+ "model":"amazon\/nova-micro-v1",
+ "bcp_47":"es",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
+ },
{
"model":"amazon\/nova-micro-v1",
"bcp_47":"es",
@@ -1196,6 +1217,13 @@
"metric":"chrf",
"score":0.4328117039
},
+ {
+ "model":"amazon\/nova-micro-v1",
+ "bcp_47":"ha",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":0.6
+ },
{
"model":"amazon\/nova-micro-v1",
"bcp_47":"ha",
@@ -1245,6 +1273,13 @@
"metric":"chrf",
"score":0.3884447474
},
+ {
+ "model":"amazon\/nova-micro-v1",
+ "bcp_47":"hi",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
+ },
{
"model":"amazon\/nova-micro-v1",
"bcp_47":"hi",
@@ -3100,6 +3135,13 @@
"metric":"chrf",
"score":0.5569302178
},
+ {
+ "model":"amazon\/nova-micro-v1",
+ "bcp_47":"sw",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":0.8
+ },
{
"model":"amazon\/nova-micro-v1",
"bcp_47":"sw",
@@ -3758,6 +3800,13 @@
"metric":"chrf",
"score":0.2536020887
},
+ {
+ "model":"amazon\/nova-micro-v1",
+ "bcp_47":"yo",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":0.5
+ },
{
"model":"amazon\/nova-micro-v1",
"bcp_47":"yo",
@@ -3849,6 +3898,13 @@
"metric":"chrf",
"score":0.2288901399
},
+ {
+ "model":"amazon\/nova-micro-v1",
+ "bcp_47":"zh",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
+ },
{
"model":"amazon\/nova-micro-v1",
"bcp_47":"zh",
@@ -3898,6 +3954,13 @@
"metric":"chrf",
"score":0.3243323503
},
+ {
+ "model":"amazon\/nova-micro-v1",
+ "bcp_47":"zu",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":0.6
+ },
{
"model":"amazon\/nova-micro-v1",
"bcp_47":"zu",
@@ -4066,6 +4129,13 @@
"metric":"chrf",
"score":0.3940970742
},
+ {
+ "model":"anthropic\/claude-3.5-sonnet",
+ "bcp_47":"am",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
+ },
{
"model":"anthropic\/claude-3.5-sonnet",
"bcp_47":"am",
@@ -4829,6 +4899,13 @@
"metric":"chrf",
"score":0.5751984516
},
+ {
+ "model":"anthropic\/claude-3.5-sonnet",
+ "bcp_47":"en",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
+ },
{
"model":"anthropic\/claude-3.5-sonnet",
"bcp_47":"en",
@@ -4878,6 +4955,13 @@
"metric":"chrf",
"score":0.8563332446
},
+ {
+ "model":"anthropic\/claude-3.5-sonnet",
+ "bcp_47":"es",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
+ },
{
"model":"anthropic\/claude-3.5-sonnet",
"bcp_47":"es",
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"metric":"chrf",
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},
+ {
+ "model":"google\/gemini-2.0-flash-lite-001",
+ "bcp_47":"sw",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":0.9
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{
"model":"google\/gemini-2.0-flash-lite-001",
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@@ -36854,6 +39654,13 @@
"metric":"chrf",
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+ {
+ "model":"google\/gemini-2.0-flash-lite-001",
+ "bcp_47":"yo",
+ "task":"arc",
+ "metric":"accuracy",
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{
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@@ -36945,6 +39752,13 @@
"metric":"chrf",
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+ {
+ "model":"google\/gemini-2.0-flash-lite-001",
+ "bcp_47":"zh",
+ "task":"arc",
+ "metric":"accuracy",
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{
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@@ -36994,6 +39808,13 @@
"metric":"chrf",
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+ {
+ "model":"google\/gemini-2.0-flash-lite-001",
+ "bcp_47":"zu",
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+ "metric":"accuracy",
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{
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@@ -37127,6 +39948,13 @@
"metric":"chrf",
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},
+ {
+ "model":"google\/gemini-2.5-flash",
+ "bcp_47":"am",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
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{
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@@ -37820,6 +40648,13 @@
"metric":"chrf",
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+ {
+ "model":"google\/gemini-2.5-flash",
+ "bcp_47":"en",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
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{
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@@ -37869,6 +40704,13 @@
"metric":"chrf",
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+ "bcp_47":"es",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
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{
"model":"google\/gemini-2.5-flash",
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@@ -38135,6 +40977,13 @@
"metric":"chrf",
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+ "model":"google\/gemini-2.5-flash",
+ "bcp_47":"ha",
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+ "metric":"accuracy",
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@@ -38184,6 +41033,13 @@
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+ "model":"google\/gemini-2.5-flash",
+ "bcp_47":"hi",
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+ "metric":"accuracy",
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@@ -39969,6 +42825,13 @@
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+ "model":"google\/gemini-2.5-flash",
+ "bcp_47":"sw",
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+ "metric":"accuracy",
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{
"model":"google\/gemini-2.5-flash",
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@@ -40557,6 +43420,13 @@
"metric":"chrf",
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+ {
+ "model":"google\/gemini-2.5-flash",
+ "bcp_47":"yo",
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+ "metric":"accuracy",
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{
"model":"google\/gemini-2.5-flash",
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@@ -40648,6 +43518,13 @@
"metric":"chrf",
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+ {
+ "model":"google\/gemini-2.5-flash",
+ "bcp_47":"zh",
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+ "metric":"accuracy",
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{
"model":"google\/gemini-2.5-flash",
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@@ -40697,6 +43574,13 @@
"metric":"chrf",
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+ "bcp_47":"zu",
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+ "metric":"accuracy",
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{
"model":"google\/gemini-2.5-flash",
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@@ -58652,6 +61536,13 @@
"metric":"chrf",
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},
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+ "model":"google\/gemini-flash-1.5",
+ "bcp_47":"am",
+ "task":"arc",
+ "metric":"accuracy",
+ "score":1.0
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{
"model":"google\/gemini-flash-1.5",
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@@ -59415,6 +62306,13 @@
"metric":"chrf",
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+ "model":"google\/gemini-flash-1.5",
+ "bcp_47":"en",
+ "task":"arc",
+ "metric":"accuracy",
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{
"model":"google\/gemini-flash-1.5",
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@@ -59464,6 +62362,13 @@
"metric":"chrf",
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+ "bcp_47":"es",
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+ "metric":"accuracy",
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{
"model":"google\/gemini-flash-1.5",
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@@ -59730,6 +62635,13 @@
"metric":"chrf",
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+ "model":"google\/gemini-flash-1.5",
+ "bcp_47":"ha",
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+ "metric":"accuracy",
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{
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@@ -59779,6 +62691,13 @@
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+ "bcp_47":"hi",
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@@ -61634,6 +64553,13 @@
"metric":"chrf",
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+ "bcp_47":"sw",
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"metric":"chrf",
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+ "bcp_47":"yo",
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@@ -62383,6 +65316,13 @@
"metric":"chrf",
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+ "bcp_47":"zh",
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@@ -62432,6 +65372,13 @@
"metric":"chrf",
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"metric":"chrf",
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+ "bcp_47":"am",
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@@ -63363,6 +66317,13 @@
"metric":"chrf",
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{
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@@ -63412,6 +66373,13 @@
"metric":"chrf",
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+ "bcp_47":"es",
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@@ -63678,6 +66646,13 @@
"metric":"chrf",
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+ "bcp_47":"ha",
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@@ -63727,6 +66702,13 @@
"metric":"chrf",
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+ "bcp_47":"hi",
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@@ -65582,6 +68564,13 @@
"metric":"chrf",
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@@ -66240,6 +69229,13 @@
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@@ -66331,6 +69327,13 @@
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{
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@@ -66380,6 +69383,13 @@
"metric":"chrf",
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+ "bcp_47":"zu",
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{
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@@ -66548,6 +69558,13 @@
"metric":"chrf",
"score":0.2820233612
},
+ {
+ "model":"google\/gemma-3-27b-it",
+ "bcp_47":"am",
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+ "metric":"accuracy",
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{
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@@ -67311,6 +70328,13 @@
"metric":"chrf",
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@@ -67360,6 +70384,13 @@
"metric":"chrf",
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@@ -67626,6 +70657,13 @@
"metric":"chrf",
"score":0.4528880823
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+ "bcp_47":"ha",
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@@ -67675,6 +70713,13 @@
"metric":"chrf",
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+ "bcp_47":"hi",
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@@ -69530,6 +72575,13 @@
"metric":"chrf",
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@@ -70188,6 +73240,13 @@
"metric":"chrf",
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@@ -70279,6 +73338,13 @@
"metric":"chrf",
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+ "bcp_47":"zh",
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{
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@@ -70328,6 +73394,13 @@
"metric":"chrf",
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+ "bcp_47":"zu",
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@@ -72792,6 +75865,13 @@
"metric":"chrf",
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+ "bcp_47":"am",
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+ "metric":"accuracy",
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{
"model":"gryphe\/mythomax-l2-13b",
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@@ -73555,6 +76635,13 @@
"metric":"chrf",
"score":0.2213744022
},
+ {
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+ "bcp_47":"en",
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{
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@@ -73604,6 +76691,13 @@
"metric":"chrf",
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+ "bcp_47":"es",
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+ "metric":"accuracy",
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{
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@@ -73870,6 +76964,13 @@
"metric":"chrf",
"score":0.2007105106
},
+ {
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+ "bcp_47":"ha",
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+ "metric":"accuracy",
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{
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@@ -73919,6 +77020,13 @@
"metric":"chrf",
"score":0.1884647114
},
+ {
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+ "bcp_47":"hi",
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+ "metric":"accuracy",
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{
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@@ -75774,6 +78882,13 @@
"metric":"chrf",
"score":0.4689649165
},
+ {
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+ "bcp_47":"sw",
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{
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@@ -76432,6 +79547,13 @@
"metric":"chrf",
"score":0.150635966
},
+ {
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+ "bcp_47":"yo",
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+ "metric":"accuracy",
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{
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@@ -76523,6 +79645,13 @@
"metric":"chrf",
"score":0.1002582276
},
+ {
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+ "bcp_47":"zh",
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{
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@@ -76572,6 +79701,13 @@
"metric":"chrf",
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},
+ {
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{
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@@ -76740,6 +79876,13 @@
"metric":"chrf",
"score":0.2270659336
},
+ {
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+ "bcp_47":"am",
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+ "metric":"accuracy",
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{
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@@ -77503,6 +80646,13 @@
"metric":"chrf",
"score":0.4641387139
},
+ {
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+ "bcp_47":"en",
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@@ -77552,6 +80702,13 @@
"metric":"chrf",
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},
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+ "bcp_47":"es",
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+ "metric":"accuracy",
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{
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@@ -77818,6 +80975,13 @@
"metric":"chrf",
"score":0.4251249067
},
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{
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@@ -77867,6 +81031,13 @@
"metric":"chrf",
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{
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@@ -79722,6 +82893,13 @@
"metric":"chrf",
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{
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@@ -80380,6 +83558,13 @@
"metric":"chrf",
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},
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+ "bcp_47":"yo",
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{
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@@ -80471,6 +83656,13 @@
"metric":"chrf",
"score":0.1809201358
},
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{
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@@ -80520,6 +83712,13 @@
"metric":"chrf",
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},
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{
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@@ -80688,6 +83887,13 @@
"metric":"chrf",
"score":0.2649288206
},
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+ "bcp_47":"am",
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+ "metric":"accuracy",
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{
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@@ -81451,6 +84657,13 @@
"metric":"chrf",
"score":0.5086292148
},
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+ "bcp_47":"en",
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{
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@@ -81500,6 +84713,13 @@
"metric":"chrf",
"score":0.8407064328
},
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+ "bcp_47":"es",
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+ "metric":"accuracy",
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{
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@@ -81766,6 +84986,13 @@
"metric":"chrf",
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"metric":"chrf",
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{
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"metric":"chrf",
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{
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"metric":"chrf",
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"metric":"chrf",
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{
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@@ -105671,6 +109192,13 @@
"metric":"chrf",
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"metric":"chrf",
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{
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"metric":"chrf",
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{
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"metric":"chrf",
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"metric":"chrf",
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{
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"metric":"chrf",
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{
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@@ -108639,6 +112202,13 @@
"metric":"chrf",
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{
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@@ -108688,6 +112258,13 @@
"metric":"chrf",
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{
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"metric":"chrf",
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{
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"metric":"chrf",
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{
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"metric":"chrf",
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{
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"metric":"chrf",
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{
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"metric":"chrf",
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@@ -111838,6 +115450,13 @@
"metric":"chrf",
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{
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@@ -112496,6 +116115,13 @@
"metric":"chrf",
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{
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@@ -112587,6 +116213,13 @@
"metric":"chrf",
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+ "bcp_47":"zh",
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{
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@@ -112636,6 +116269,13 @@
"metric":"chrf",
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{
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@@ -112804,6 +116444,13 @@
"metric":"chrf",
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+ "bcp_47":"am",
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{
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@@ -113567,6 +117214,13 @@
"metric":"chrf",
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+ "bcp_47":"en",
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{
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@@ -113616,6 +117270,13 @@
"metric":"chrf",
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