Convert dataset to Parquet

README.md

@@ -1,5 +1,4 @@
 ---
-pretty_name: EXAMS
 annotations_creators:
 - found
 language_creators:
@@ -37,6 +36,35 @@ task_categories:
 task_ids:
 - multiple-choice-qa
 paperswithcode_id: exams
+pretty_name: EXAMS
+config_names:
+- alignments
+- crosslingual_bg
+- crosslingual_hr
+- crosslingual_hu
+- crosslingual_it
+- crosslingual_mk
+- crosslingual_pl
+- crosslingual_pt
+- crosslingual_sq
+- crosslingual_sr
+- crosslingual_test
+- crosslingual_tr
+- crosslingual_vi
+- crosslingual_with_para_bg
+- crosslingual_with_para_hr
+- crosslingual_with_para_hu
+- crosslingual_with_para_it
+- crosslingual_with_para_mk
+- crosslingual_with_para_pl
+- crosslingual_with_para_pt
+- crosslingual_with_para_sq
+- crosslingual_with_para_sr
+- crosslingual_with_para_test
+- crosslingual_with_para_tr
+- crosslingual_with_para_vi
+- multilingual
+- multilingual_with_para
 dataset_info:
 - config_name: alignments
   features:
@@ -46,11 +74,11 @@ dataset_info:
     sequence: string
   splits:
   - name: full
-    num_bytes: 1265280
+    num_bytes: 1265256
     num_examples: 10834
-  download_size: 169745177
-  dataset_size: 1265280
-- config_name: multilingual
+  download_size: 184096
+  dataset_size: 1265256
+- config_name: crosslingual_bg
   features:
   - name: id
     dtype: string
@@ -78,17 +106,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 3385865
-    num_examples: 7961
+    num_bytes: 1077329
+    num_examples: 2344
   - name: validation
-    num_bytes: 1143067
-    num_examples: 2672
-  - name: test
-    num_bytes: 5753625
-    num_examples: 13510
-  download_size: 169745177
-  dataset_size: 10282557
-- config_name: multilingual_with_para
+    num_bytes: 281771
+    num_examples: 593
+  download_size: 514922
+  dataset_size: 1359100
+- config_name: crosslingual_hr
   features:
   - name: id
     dtype: string
@@ -116,17 +141,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 127298595
-    num_examples: 7961
+    num_bytes: 807104
+    num_examples: 2341
   - name: validation
-    num_bytes: 42713069
-    num_examples: 2672
-  - name: test
-    num_bytes: 207981218
-    num_examples: 13510
-  download_size: 169745177
-  dataset_size: 377992882
-- config_name: crosslingual_test
+    num_bytes: 176594
+    num_examples: 538
+  download_size: 450090
+  dataset_size: 983698
+- config_name: crosslingual_hu
   features:
   - name: id
     dtype: string
@@ -153,12 +175,15 @@ dataset_info:
     - name: language
       dtype: string
   splits:
-  - name: test
-    num_bytes: 8412531
-    num_examples: 19736
-  download_size: 169745177
-  dataset_size: 8412531
-- config_name: crosslingual_with_para_test
+  - name: train
+    num_bytes: 677535
+    num_examples: 1731
+  - name: validation
+    num_bytes: 202012
+    num_examples: 536
+  download_size: 401455
+  dataset_size: 879547
+- config_name: crosslingual_it
   features:
   - name: id
     dtype: string
@@ -185,12 +210,15 @@ dataset_info:
     - name: language
       dtype: string
   splits:
-  - name: test
-    num_bytes: 207981218
-    num_examples: 13510
-  download_size: 169745177
-  dataset_size: 207981218
-- config_name: crosslingual_bg
+  - name: train
+    num_bytes: 399312
+    num_examples: 1010
+  - name: validation
+    num_bytes: 93175
+    num_examples: 246
+  download_size: 226376
+  dataset_size: 492487
+- config_name: crosslingual_mk
   features:
   - name: id
     dtype: string
@@ -218,14 +246,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 1078545
-    num_examples: 2344
+    num_bytes: 825702
+    num_examples: 1665
   - name: validation
-    num_bytes: 282115
-    num_examples: 593
-  download_size: 169745177
-  dataset_size: 1360660
-- config_name: crosslingual_with_para_bg
+    num_bytes: 204318
+    num_examples: 410
+  download_size: 394548
+  dataset_size: 1030020
+- config_name: crosslingual_pl
   features:
   - name: id
     dtype: string
@@ -253,14 +281,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 47068024
-    num_examples: 2344
+    num_bytes: 573410
+    num_examples: 1577
   - name: validation
-    num_bytes: 11916370
-    num_examples: 593
-  download_size: 169745177
-  dataset_size: 58984394
-- config_name: crosslingual_hr
+    num_bytes: 141633
+    num_examples: 394
+  download_size: 341925
+  dataset_size: 715043
+- config_name: crosslingual_pt
   features:
   - name: id
     dtype: string
@@ -288,14 +316,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 808320
-    num_examples: 2341
+    num_bytes: 374798
+    num_examples: 740
   - name: validation
-    num_bytes: 176910
-    num_examples: 538
-  download_size: 169745177
-  dataset_size: 985230
-- config_name: crosslingual_with_para_hr
+    num_bytes: 87714
+    num_examples: 184
+  download_size: 208021
+  dataset_size: 462512
+- config_name: crosslingual_sq
   features:
   - name: id
     dtype: string
@@ -323,14 +351,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 24890820
-    num_examples: 2341
+    num_bytes: 423744
+    num_examples: 1194
   - name: validation
-    num_bytes: 5695382
-    num_examples: 538
-  download_size: 169745177
-  dataset_size: 30586202
-- config_name: crosslingual_hu
+    num_bytes: 110093
+    num_examples: 311
+  download_size: 247052
+  dataset_size: 533837
+- config_name: crosslingual_sr
   features:
   - name: id
     dtype: string
@@ -358,14 +386,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 678447
-    num_examples: 1731
+    num_bytes: 649560
+    num_examples: 1323
   - name: validation
-    num_bytes: 202324
-    num_examples: 536
-  download_size: 169745177
-  dataset_size: 880771
-- config_name: crosslingual_with_para_hu
+    num_bytes: 145724
+    num_examples: 314
+  download_size: 327466
+  dataset_size: 795284
+- config_name: crosslingual_test
   features:
   - name: id
     dtype: string
@@ -392,15 +420,12 @@ dataset_info:
     - name: language
       dtype: string
   splits:
-  - name: train
-    num_bytes: 19036575
-    num_examples: 1731
-  - name: validation
-    num_bytes: 6043577
-    num_examples: 536
-  download_size: 169745177
-  dataset_size: 25080152
-- config_name: crosslingual_it
+  - name: test
+    num_bytes: 8402575
+    num_examples: 19736
+  download_size: 3438526
+  dataset_size: 8402575
+- config_name: crosslingual_tr
   features:
   - name: id
     dtype: string
@@ -428,14 +453,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 399864
-    num_examples: 1010
+    num_bytes: 717599
+    num_examples: 1571
   - name: validation
-    num_bytes: 93343
-    num_examples: 246
-  download_size: 169745177
-  dataset_size: 493207
-- config_name: crosslingual_with_para_it
+    num_bytes: 182730
+    num_examples: 393
+  download_size: 440914
+  dataset_size: 900329
+- config_name: crosslingual_vi
   features:
   - name: id
     dtype: string
@@ -463,14 +488,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 16409787
-    num_examples: 1010
+    num_bytes: 953167
+    num_examples: 1955
   - name: validation
-    num_bytes: 4018497
-    num_examples: 246
-  download_size: 169745177
-  dataset_size: 20428284
-- config_name: crosslingual_mk
+    num_bytes: 231976
+    num_examples: 488
+  download_size: 462940
+  dataset_size: 1185143
+- config_name: crosslingual_with_para_bg
   features:
   - name: id
     dtype: string
@@ -498,14 +523,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 826582
-    num_examples: 1665
+    num_bytes: 47066808
+    num_examples: 2344
   - name: validation
-    num_bytes: 204570
-    num_examples: 410
-  download_size: 169745177
-  dataset_size: 1031152
-- config_name: crosslingual_with_para_mk
+    num_bytes: 11916026
+    num_examples: 593
+  download_size: 15794611
+  dataset_size: 58982834
+- config_name: crosslingual_with_para_hr
   features:
   - name: id
     dtype: string
@@ -533,14 +558,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 38446774
-    num_examples: 1665
+    num_bytes: 24889604
+    num_examples: 2341
   - name: validation
-    num_bytes: 9673826
-    num_examples: 410
-  download_size: 169745177
-  dataset_size: 48120600
-- config_name: crosslingual_pl
+    num_bytes: 5695066
+    num_examples: 538
+  download_size: 9839452
+  dataset_size: 30584670
+- config_name: crosslingual_with_para_hu
   features:
   - name: id
     dtype: string
@@ -568,14 +593,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 574246
-    num_examples: 1577
+    num_bytes: 19035663
+    num_examples: 1731
   - name: validation
-    num_bytes: 141877
-    num_examples: 394
-  download_size: 169745177
-  dataset_size: 716123
-- config_name: crosslingual_with_para_pl
+    num_bytes: 6043265
+    num_examples: 536
+  download_size: 9263625
+  dataset_size: 25078928
+- config_name: crosslingual_with_para_it
   features:
   - name: id
     dtype: string
@@ -603,14 +628,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 16374617
-    num_examples: 1577
+    num_bytes: 16409235
+    num_examples: 1010
   - name: validation
-    num_bytes: 4159076
-    num_examples: 394
-  download_size: 169745177
-  dataset_size: 20533693
-- config_name: crosslingual_pt
+    num_bytes: 4018329
+    num_examples: 246
+  download_size: 6907617
+  dataset_size: 20427564
+- config_name: crosslingual_with_para_mk
   features:
   - name: id
     dtype: string
@@ -638,14 +663,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 375214
-    num_examples: 740
+    num_bytes: 38445894
+    num_examples: 1665
   - name: validation
-    num_bytes: 87850
-    num_examples: 184
-  download_size: 169745177
-  dataset_size: 463064
-- config_name: crosslingual_with_para_pt
+    num_bytes: 9673574
+    num_examples: 410
+  download_size: 12878474
+  dataset_size: 48119468
+- config_name: crosslingual_with_para_pl
   features:
   - name: id
     dtype: string
@@ -673,14 +698,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 12185799
-    num_examples: 740
+    num_bytes: 16373781
+    num_examples: 1577
   - name: validation
-    num_bytes: 3093848
-    num_examples: 184
-  download_size: 169745177
-  dataset_size: 15279647
-- config_name: crosslingual_sq
+    num_bytes: 4158832
+    num_examples: 394
+  download_size: 6539172
+  dataset_size: 20532613
+- config_name: crosslingual_with_para_pt
   features:
   - name: id
     dtype: string
@@ -708,13 +733,13 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 424388
-    num_examples: 1194
+    num_bytes: 12185383
+    num_examples: 740
   - name: validation
-    num_bytes: 110293
-    num_examples: 311
-  download_size: 169745177
-  dataset_size: 534681
+    num_bytes: 3093712
+    num_examples: 184
+  download_size: 4956969
+  dataset_size: 15279095
 - config_name: crosslingual_with_para_sq
   features:
   - name: id
@@ -743,14 +768,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 17341921
+    num_bytes: 17341277
     num_examples: 1194
   - name: validation
-    num_bytes: 4450152
+    num_bytes: 4449952
     num_examples: 311
-  download_size: 169745177
-  dataset_size: 21792073
-- config_name: crosslingual_sr
+  download_size: 7112236
+  dataset_size: 21791229
+- config_name: crosslingual_with_para_sr
   features:
   - name: id
     dtype: string
@@ -778,14 +803,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 650268
+    num_bytes: 24575845
     num_examples: 1323
   - name: validation
-    num_bytes: 145928
+    num_bytes: 5772509
     num_examples: 314
-  download_size: 169745177
-  dataset_size: 796196
-- config_name: crosslingual_with_para_sr
+  download_size: 8035415
+  dataset_size: 30348354
+- config_name: crosslingual_with_para_test
   features:
   - name: id
     dtype: string
@@ -812,15 +837,12 @@ dataset_info:
     - name: language
       dtype: string
   splits:
-  - name: train
-    num_bytes: 24576553
-    num_examples: 1323
-  - name: validation
-    num_bytes: 5772713
-    num_examples: 314
-  download_size: 169745177
-  dataset_size: 30349266
-- config_name: crosslingual_tr
+  - name: test
+    num_bytes: 207974374
+    num_examples: 13510
+  download_size: 62878029
+  dataset_size: 207974374
+- config_name: crosslingual_with_para_tr
   features:
   - name: id
     dtype: string
@@ -848,14 +870,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 718431
+    num_bytes: 18597131
     num_examples: 1571
   - name: validation
-    num_bytes: 182974
+    num_bytes: 4763097
     num_examples: 393
-  download_size: 169745177
-  dataset_size: 901405
-- config_name: crosslingual_with_para_tr
+  download_size: 7346658
+  dataset_size: 23360228
+- config_name: crosslingual_with_para_vi
   features:
   - name: id
     dtype: string
@@ -883,14 +905,14 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 18597963
-    num_examples: 1571
+    num_bytes: 40882999
+    num_examples: 1955
   - name: validation
-    num_bytes: 4763341
-    num_examples: 393
-  download_size: 169745177
-  dataset_size: 23361304
-- config_name: crosslingual_vi
+    num_bytes: 10260374
+    num_examples: 488
+  download_size: 13028078
+  dataset_size: 51143373
+- config_name: multilingual
   features:
   - name: id
     dtype: string
@@ -918,14 +940,17 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 954191
-    num_examples: 1955
+    num_bytes: 3381837
+    num_examples: 7961
   - name: validation
-    num_bytes: 232264
-    num_examples: 488
-  download_size: 169745177
-  dataset_size: 1186455
-- config_name: crosslingual_with_para_vi
+    num_bytes: 1141687
+    num_examples: 2672
+  - name: test
+    num_bytes: 5746781
+    num_examples: 13510
+  download_size: 4323915
+  dataset_size: 10270305
+- config_name: multilingual_with_para
   features:
   - name: id
     dtype: string
@@ -953,41 +978,178 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 40884023
-    num_examples: 1955
+    num_bytes: 127294567
+    num_examples: 7961
   - name: validation
-    num_bytes: 10260662
-    num_examples: 488
-  download_size: 169745177
-  dataset_size: 51144685
-config_names:
-- alignments
-- crosslingual_bg
-- crosslingual_hr
-- crosslingual_hu
-- crosslingual_it
-- crosslingual_mk
-- crosslingual_pl
-- crosslingual_pt
-- crosslingual_sq
-- crosslingual_sr
-- crosslingual_test
-- crosslingual_tr
-- crosslingual_vi
-- crosslingual_with_para_bg
-- crosslingual_with_para_hr
-- crosslingual_with_para_hu
-- crosslingual_with_para_it
-- crosslingual_with_para_mk
-- crosslingual_with_para_pl
-- crosslingual_with_para_pt
-- crosslingual_with_para_sq
-- crosslingual_with_para_sr
-- crosslingual_with_para_test
-- crosslingual_with_para_tr
-- crosslingual_with_para_vi
-- multilingual
-- multilingual_with_para
+    num_bytes: 42711689
+    num_examples: 2672
+  - name: test
+    num_bytes: 207974374
+    num_examples: 13510
+  download_size: 112597818
+  dataset_size: 377980630
+configs:
+- config_name: alignments
+  data_files:
+  - split: full
+    path: alignments/full-*
+- config_name: crosslingual_bg
+  data_files:
+  - split: train
+    path: crosslingual_bg/train-*
+  - split: validation
+    path: crosslingual_bg/validation-*
+- config_name: crosslingual_hr
+  data_files:
+  - split: train
+    path: crosslingual_hr/train-*
+  - split: validation
+    path: crosslingual_hr/validation-*
+- config_name: crosslingual_hu
+  data_files:
+  - split: train
+    path: crosslingual_hu/train-*
+  - split: validation
+    path: crosslingual_hu/validation-*
+- config_name: crosslingual_it
+  data_files:
+  - split: train
+    path: crosslingual_it/train-*
+  - split: validation
+    path: crosslingual_it/validation-*
+- config_name: crosslingual_mk
+  data_files:
+  - split: train
+    path: crosslingual_mk/train-*
+  - split: validation
+    path: crosslingual_mk/validation-*
+- config_name: crosslingual_pl
+  data_files:
+  - split: train
+    path: crosslingual_pl/train-*
+  - split: validation
+    path: crosslingual_pl/validation-*
+- config_name: crosslingual_pt
+  data_files:
+  - split: train
+    path: crosslingual_pt/train-*
+  - split: validation
+    path: crosslingual_pt/validation-*
+- config_name: crosslingual_sq
+  data_files:
+  - split: train
+    path: crosslingual_sq/train-*
+  - split: validation
+    path: crosslingual_sq/validation-*
+- config_name: crosslingual_sr
+  data_files:
+  - split: train
+    path: crosslingual_sr/train-*
+  - split: validation
+    path: crosslingual_sr/validation-*
+- config_name: crosslingual_test
+  data_files:
+  - split: test
+    path: crosslingual_test/test-*
+- config_name: crosslingual_tr
+  data_files:
+  - split: train
+    path: crosslingual_tr/train-*
+  - split: validation
+    path: crosslingual_tr/validation-*
+- config_name: crosslingual_vi
+  data_files:
+  - split: train
+    path: crosslingual_vi/train-*
+  - split: validation
+    path: crosslingual_vi/validation-*
+- config_name: crosslingual_with_para_bg
+  data_files:
+  - split: train
+    path: crosslingual_with_para_bg/train-*
+  - split: validation
+    path: crosslingual_with_para_bg/validation-*
+- config_name: crosslingual_with_para_hr
+  data_files:
+  - split: train
+    path: crosslingual_with_para_hr/train-*
+  - split: validation
+    path: crosslingual_with_para_hr/validation-*
+- config_name: crosslingual_with_para_hu
+  data_files:
+  - split: train
+    path: crosslingual_with_para_hu/train-*
+  - split: validation
+    path: crosslingual_with_para_hu/validation-*
+- config_name: crosslingual_with_para_it
+  data_files:
+  - split: train
+    path: crosslingual_with_para_it/train-*
+  - split: validation
+    path: crosslingual_with_para_it/validation-*
+- config_name: crosslingual_with_para_mk
+  data_files:
+  - split: train
+    path: crosslingual_with_para_mk/train-*
+  - split: validation
+    path: crosslingual_with_para_mk/validation-*
+- config_name: crosslingual_with_para_pl
+  data_files:
+  - split: train
+    path: crosslingual_with_para_pl/train-*
+  - split: validation
+    path: crosslingual_with_para_pl/validation-*
+- config_name: crosslingual_with_para_pt
+  data_files:
+  - split: train
+    path: crosslingual_with_para_pt/train-*
+  - split: validation
+    path: crosslingual_with_para_pt/validation-*
+- config_name: crosslingual_with_para_sq
+  data_files:
+  - split: train
+    path: crosslingual_with_para_sq/train-*
+  - split: validation
+    path: crosslingual_with_para_sq/validation-*
+- config_name: crosslingual_with_para_sr
+  data_files:
+  - split: train
+    path: crosslingual_with_para_sr/train-*
+  - split: validation
+    path: crosslingual_with_para_sr/validation-*
+- config_name: crosslingual_with_para_test
+  data_files:
+  - split: test
+    path: crosslingual_with_para_test/test-*
+- config_name: crosslingual_with_para_tr
+  data_files:
+  - split: train
+    path: crosslingual_with_para_tr/train-*
+  - split: validation
+    path: crosslingual_with_para_tr/validation-*
+- config_name: crosslingual_with_para_vi
+  data_files:
+  - split: train
+    path: crosslingual_with_para_vi/train-*
+  - split: validation
+    path: crosslingual_with_para_vi/validation-*
+- config_name: multilingual
+  data_files:
+  - split: train
+    path: multilingual/train-*
+  - split: validation
+    path: multilingual/validation-*
+  - split: test
+    path: multilingual/test-*
+- config_name: multilingual_with_para
+  data_files:
+  - split: train
+    path: multilingual_with_para/train-*
+  - split: validation
+    path: multilingual_with_para/validation-*
+  - split: test
+    path: multilingual_with_para/test-*
+  default: true
 ---
 
 # Dataset Card for [Dataset Name]

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exams.py

@@ -1,266 +0,0 @@
-# coding=utf-8
-# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-"""EXAMS: a benchmark dataset for multilingual and cross-lingual question answering"""
-
-
-import json
-
-import datasets
-
-
-_CITATION = """\
-@article{hardalov2020exams,
-  title={EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering},
-  author={Hardalov, Momchil and Mihaylov, Todor and Dimitrina Zlatkova and Yoan Dinkov and Ivan Koychev and Preslav Nvakov},
-  journal={arXiv preprint arXiv:2011.03080},
-  year={2020}
-}
-"""
-
-_DESCRIPTION = """\
-EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations.
-It consists of more than 24,000 high-quality high school exam questions in 16 languages,
-covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.
-"""
-
-_HOMEPAGE = "https://github.com/mhardalov/exams-qa"
-
-_LICENSE = "CC-BY-SA-4.0"
-
-_URLS_LIST = [
-    ("alignments", "https://github.com/mhardalov/exams-qa/raw/main/data/exams/parallel_questions.jsonl"),
-]
-_URLS_LIST += [
-    (
-        "multilingual_train",
-        "https://github.com/mhardalov/exams-qa/raw/main/data/exams/multilingual/train.jsonl.tar.gz",
-    ),
-    ("multilingual_dev", "https://github.com/mhardalov/exams-qa/raw/main/data/exams/multilingual/dev.jsonl.tar.gz"),
-    ("multilingual_test", "https://github.com/mhardalov/exams-qa/raw/main/data/exams/multilingual/test.jsonl.tar.gz"),
-    (
-        "multilingual_with_para_train",
-        "https://github.com/mhardalov/exams-qa/raw/main/data/exams/multilingual/with_paragraphs/train_with_para.jsonl.tar.gz",
-    ),
-    (
-        "multilingual_with_para_dev",
-        "https://github.com/mhardalov/exams-qa/raw/main/data/exams/multilingual/with_paragraphs/dev_with_para.jsonl.tar.gz",
-    ),
-    (
-        "multilingual_with_para_test",
-        "https://github.com/mhardalov/exams-qa/raw/main/data/exams/multilingual/with_paragraphs/test_with_para.jsonl.tar.gz",
-    ),
-]
-
-_CROSS_LANGUAGES = ["bg", "hr", "hu", "it", "mk", "pl", "pt", "sq", "sr", "tr", "vi"]
-_URLS_LIST += [
-    ("crosslingual_test", "https://github.com/mhardalov/exams-qa/raw/main/data/exams/cross-lingual/test.jsonl.tar.gz"),
-    (
-        "crosslingual_with_para_test",
-        "https://github.com/mhardalov/exams-qa/raw/main/data/exams/cross-lingual/with_paragraphs/test_with_para.jsonl.tar.gz",
-    ),
-]
-for ln in _CROSS_LANGUAGES:
-    _URLS_LIST += [
-        (
-            f"crosslingual_{ln}_train",
-            f"https://github.com/mhardalov/exams-qa/raw/main/data/exams/cross-lingual/train_{ln}.jsonl.tar.gz",
-        ),
-        (
-            f"crosslingual_with_para_{ln}_train",
-            f"https://github.com/mhardalov/exams-qa/raw/main/data/exams/cross-lingual/with_paragraphs/train_{ln}_with_para.jsonl.tar.gz",
-        ),
-        (
-            f"crosslingual_{ln}_dev",
-            f"https://github.com/mhardalov/exams-qa/raw/main/data/exams/cross-lingual/dev_{ln}.jsonl.tar.gz",
-        ),
-        (
-            f"crosslingual_with_para_{ln}_dev",
-            f"https://github.com/mhardalov/exams-qa/raw/main/data/exams/cross-lingual/with_paragraphs/dev_{ln}_with_para.jsonl.tar.gz",
-        ),
-    ]
-_URLs = dict(_URLS_LIST)
-
-
-class ExamsConfig(datasets.BuilderConfig):
-    def __init__(self, lang, with_para, **kwargs):
-        super(ExamsConfig, self).__init__(version=datasets.Version("1.0.0", ""), **kwargs)
-        self.lang = lang
-        self.with_para = "_with_para" if with_para else ""
-
-
-class Exams(datasets.GeneratorBasedBuilder):
-    """Exams dataset"""
-
-    VERSION = datasets.Version("1.0.0")
-    BUILDER_CONFIG_CLASS = ExamsConfig
-    BUILDER_CONFIGS = [
-        ExamsConfig(
-            lang="",
-            with_para=False,
-            name="alignments",
-            description="loads the alignment between question IDs across languages",
-        ),
-        ExamsConfig(
-            lang="all",
-            with_para=False,
-            name="multilingual",
-            description="Loads the unified multilingual train/dev/test split",
-        ),
-        ExamsConfig(
-            lang="all",
-            with_para=True,
-            name="multilingual_with_para",
-            description="Loads the unified multilingual train/dev/test split with Wikipedia support paragraphs",
-        ),
-        ExamsConfig(
-            lang="all", with_para=False, name="crosslingual_test", description="Loads crosslingual test set only"
-        ),
-        ExamsConfig(
-            lang="all",
-            with_para=True,
-            name="crosslingual_with_para_test",
-            description="Loads crosslingual test set only with Wikipedia support paragraphs",
-        ),
-    ]
-    for ln in _CROSS_LANGUAGES:
-        BUILDER_CONFIGS += [
-            ExamsConfig(
-                lang=ln,
-                with_para=False,
-                name=f"crosslingual_{ln}",
-                description=f"Loads crosslingual train and dev set for {ln}",
-            ),
-            ExamsConfig(
-                lang=ln,
-                with_para=True,
-                name=f"crosslingual_with_para_{ln}",
-                description=f"Loads crosslingual train and dev set for {ln} with Wikipedia support paragraphs",
-            ),
-        ]
-
-    DEFAULT_CONFIG_NAME = (
-        "multilingual_with_para"  # It's not mandatory to have a default configuration. Just use one if it make sense.
-    )
-
-    def _info(self):
-        if self.config.name == "alignments":  # This is the name of the configuration selected in BUILDER_CONFIGS above
-            features = datasets.Features(
-                {
-                    "source_id": datasets.Value("string"),
-                    "target_id_list": datasets.Sequence(datasets.Value("string")),
-                }
-            )
-        else:  # This is an example to show how to have different features for "first_domain" and "second_domain"
-            features = datasets.Features(
-                {
-                    "id": datasets.Value("string"),
-                    "question": {
-                        "stem": datasets.Value("string"),
-                        "choices": datasets.Sequence(
-                            {
-                                "text": datasets.Value("string"),
-                                "label": datasets.Value("string"),
-                                "para": datasets.Value("string"),
-                            }
-                        ),
-                    },
-                    "answerKey": datasets.Value("string"),
-                    "info": {
-                        "grade": datasets.Value("int32"),
-                        "subject": datasets.Value("string"),
-                        "language": datasets.Value("string"),
-                    },
-                }
-            )
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=features,  # Here we define them above because they are different between the two configurations
-            supervised_keys=None,
-            homepage=_HOMEPAGE,
-            license=_LICENSE,
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        archives = dl_manager.download(_URLs)
-        if self.config.name == "alignments":
-            return [
-                datasets.SplitGenerator(
-                    name="full",
-                    gen_kwargs={"filepath": archives["alignments"]},
-                ),
-            ]
-        elif self.config.name in ["multilingual", "multilingual_with_para"]:
-            return [
-                datasets.SplitGenerator(
-                    name=spl_enum,
-                    gen_kwargs={
-                        "filepath": f"{spl}{self.config.with_para}.jsonl",
-                        "files": dl_manager.iter_archive(archives[f"{self.config.name}_{spl}"]),
-                    },
-                )
-                for spl, spl_enum in [
-                    ("train", datasets.Split.TRAIN),
-                    ("dev", datasets.Split.VALIDATION),
-                    ("test", datasets.Split.TEST),
-                ]
-            ]
-        elif self.config.name in ["crosslingual_test", "crosslingual_with_para_test"]:
-            return [
-                datasets.SplitGenerator(
-                    name=datasets.Split.TEST,
-                    gen_kwargs={
-                        "filepath": f"test{self.config.with_para}.jsonl",
-                        "files": dl_manager.iter_archive(archives[self.config.name]),
-                    },
-                ),
-            ]
-        else:
-            return [
-                datasets.SplitGenerator(
-                    name=spl_enum,
-                    gen_kwargs={
-                        "filepath": f"{spl}_{self.config.lang}{self.config.with_para}.jsonl",
-                        "files": dl_manager.iter_archive(archives[f"{self.config.name}_{spl}"]),
-                    },
-                )
-                for spl, spl_enum in [
-                    ("train", datasets.Split.TRAIN),
-                    ("dev", datasets.Split.VALIDATION),
-                ]
-            ]
-
-    def _generate_examples(self, filepath, files=None):
-        if self.config.name == "alignments":
-            with open(filepath, encoding="utf-8") as f:
-                for id_, line in enumerate(f):
-                    line_dict = json.loads(line.strip())
-                    in_id, out_list = list(line_dict.items())[0]
-                    yield id_, {"source_id": in_id, "target_id_list": out_list}
-        else:
-            for path, f in files:
-                if path == filepath:
-                    for id_, line in enumerate(f):
-                        line_dict = json.loads(line.strip())
-                        for choice in line_dict["question"]["choices"]:
-                            choice["para"] = choice.get("para", "")
-                        yield id_, {
-                            "id": line_dict["id"],
-                            "question": line_dict["question"],
-                            "answerKey": line_dict["answerKey"],
-                            "info": line_dict["info"],
-                        }
-                    break