Datasets:
Convert dataset to Parquet (#6)
Browse files- Convert dataset to Parquet (1577cea73fafe135738871aca0d5339994dbb41d)
- Add 'advanced_mathematics' config data files (c8cc8e9f548c565da41b32c638fca2ae85fac7b5)
- Add 'art_studies' config data files (e897e7bd402f49d5f666fc1152c47040dded6803)
- Add 'basic_medicine' config data files (78678a5e45ace5318500da9949700ead70aae4a0)
- Add 'business_administration' config data files (b4942243ddd331ce7905a133e1a4d11ae10a3b8e)
- Add 'chinese_language_and_literature' config data files (f3d1415653efc0b1e97c1485fbab3a08045d3e8f)
- Add 'civil_servant' config data files (d4cfe285e29741ded83e36572e7c67ce89f5af4d)
- Add 'clinical_medicine' config data files (47e9b6d22b7af949beb326ea8933b7d568e1571e)
- Add 'college_chemistry' config data files (919671f468d3ca6c8034e869a4d7316ad302e743)
- Add 'college_economics' config data files (625aee58f17765ad8d71623dd2f356e2d4680e44)
- Add 'college_physics' config data files (d3a805099198b9ba8ca66c892b09f48c3ff96413)
- Add 'college_programming' config data files (a2012d87a47a773e2e36c12a4ada966796657bb3)
- Add 'computer_architecture' config data files (66c7f466be5e3e94b13dfb673f29e8b9637137e6)
- Add 'computer_network' config data files (517ec81c4acc8aaafa0a7aa58be7dfa4e1a7b763)
- Add 'discrete_mathematics' config data files (b3a4e16f8b92aab9a3bd41092469d38ec369adcc)
- Add 'education_science' config data files (20b859667699d142c94292d47dd3312e3969a868)
- Add 'electrical_engineer' config data files (4792653c2ccbf3c11b9a9c680c4f41e726a1b118)
- Add 'environmental_impact_assessment_engineer' config data files (26316bf47fe316e8c8b094f6ce9602c161096d84)
- Add 'fire_engineer' config data files (d5ba1dcf22cb93505dbe46d34ac1994425de4e24)
- Add 'high_school_biology' config data files (3fe5c9a2567ba6f51bd6f6597699680e82857227)
- Add 'high_school_chemistry' config data files (deaa0c4b7c33d54758a46f1c6d2b1c64aafd63ce)
- Add 'high_school_chinese' config data files (46c2abfc20652d535e3b39dac6921e2ef4b52ee0)
- Add 'high_school_geography' config data files (e7afe9047b7e8e5b8eb4a403179d4b66b1a42d5e)
- Add 'high_school_history' config data files (8736dd46d455f7e5640a81aa1233cd01ed49e5a6)
- Add 'high_school_mathematics' config data files (3fc6163f5ff5b5a40b79958be3860c77d50a16a8)
- Add 'high_school_physics' config data files (45cc9448fa9d2c76637c8d8190edf4662aa0f9db)
- Add 'high_school_politics' config data files (bef29243b8b8ef8c2e89af86da7e2f1c81cc5cd4)
- Add 'ideological_and_moral_cultivation' config data files (70c3fa41e1913e9cdf93ee13245fc7efc50914d4)
- Add 'law' config data files (19cd97019e8ef867e308e5432fdec8342bea7c14)
- Add 'legal_professional' config data files (c56fea0f88657e17c6cea37eb8c6a6f48eda3021)
- Add 'logic' config data files (41b6d96ff222f6992bf3dcb76c7dfa67b7a15ad3)
- Add 'mao_zedong_thought' config data files (49e6780306bdc7e0a874057d8077f8888579f2c1)
- Add 'marxism' config data files (840ac9ca9897a844c32d85682a34dd57079733cf)
- Add 'metrology_engineer' config data files (f565e5e695164b7ea9d1789f6389b005a1a4bb41)
- Add 'middle_school_biology' config data files (20325df1eda6ea481821b8ea24ccfb08cfeeb68a)
- Add 'middle_school_chemistry' config data files (7821500044e8f1ba9660f80e25a0998de70a09b0)
- Add 'middle_school_geography' config data files (e75ce5b973d221232864e8abac09d5af8c3294dd)
- Add 'middle_school_history' config data files (96e4be870f911a5e3995b0d019994ad9b512cc94)
- Add 'middle_school_mathematics' config data files (04fb9e0afc6b6e7f2179b9c3634440bdbf73c019)
- Add 'middle_school_physics' config data files (fb4e650f6b5af0bf9ccf2e958ae77da365188aa4)
- Add 'middle_school_politics' config data files (5a8302502064bf61fb7f593102a41ab0f824b871)
- Add 'modern_chinese_history' config data files (7eba8eedd6003959170f0dc527bcee4bf7eb762f)
- Add 'operating_system' config data files (2ba8f7592d49f43f009353df68317f5be2828866)
- Add 'physician' config data files (7b07ffd7870222106bb7bd21b7f07ed3692b37dc)
- Add 'plant_protection' config data files (3c47cd00678eb204b990bd99fb2f8d1ecf113a28)
- Add 'probability_and_statistics' config data files (13ed67e5a96913d50bcbe23b9eeb2daca77e1c9a)
- Add 'professional_tour_guide' config data files (d300241fa8f88f0e018ac5dac2357198bae99e2c)
- Add 'sports_science' config data files (edc3764cab74735fe3c21138be55cda2b0346db4)
- Add 'tax_accountant' config data files (6019a944e78094a1817521c16c8d56b75b1ef40d)
- Add 'teacher_qualification' config data files (354d3c174273cba169bbef959a421a9b23332ac2)
- Add 'urban_and_rural_planner' config data files (b86448676dbe176eef4feedd81a5cafe291181b5)
- Add 'veterinary_medicine' config data files (d476f75e340debe1c9c988210bb22cc7dc42c9bc)
- Delete loading script (c7c96560c5c49eb190ddfa2e416a81d86d9b488e)
- Delete data file (00f63785ba46ea03a74186e4d227ee65904c092f)
Co-authored-by: Quentin Lhoest <lhoestq@users.noreply.huggingface.co>
- README.md +1978 -0
- ceval-exam.zip → accountant/dev-00000-of-00001.parquet +2 -2
- accountant/test-00000-of-00001.parquet +3 -0
- accountant/val-00000-of-00001.parquet +3 -0
- advanced_mathematics/dev-00000-of-00001.parquet +3 -0
- advanced_mathematics/test-00000-of-00001.parquet +3 -0
- advanced_mathematics/val-00000-of-00001.parquet +3 -0
- art_studies/dev-00000-of-00001.parquet +3 -0
- art_studies/test-00000-of-00001.parquet +3 -0
- art_studies/val-00000-of-00001.parquet +3 -0
- basic_medicine/dev-00000-of-00001.parquet +3 -0
- basic_medicine/test-00000-of-00001.parquet +3 -0
- basic_medicine/val-00000-of-00001.parquet +3 -0
- business_administration/dev-00000-of-00001.parquet +3 -0
- business_administration/test-00000-of-00001.parquet +3 -0
- business_administration/val-00000-of-00001.parquet +3 -0
- ceval-exam.py +0 -166
- chinese_language_and_literature/dev-00000-of-00001.parquet +3 -0
- chinese_language_and_literature/test-00000-of-00001.parquet +3 -0
- chinese_language_and_literature/val-00000-of-00001.parquet +3 -0
- civil_servant/dev-00000-of-00001.parquet +3 -0
- civil_servant/test-00000-of-00001.parquet +3 -0
- civil_servant/val-00000-of-00001.parquet +3 -0
- clinical_medicine/dev-00000-of-00001.parquet +3 -0
- clinical_medicine/test-00000-of-00001.parquet +3 -0
- clinical_medicine/val-00000-of-00001.parquet +3 -0
- college_chemistry/dev-00000-of-00001.parquet +3 -0
- college_chemistry/test-00000-of-00001.parquet +3 -0
- college_chemistry/val-00000-of-00001.parquet +3 -0
- college_economics/dev-00000-of-00001.parquet +3 -0
- college_economics/test-00000-of-00001.parquet +3 -0
- college_economics/val-00000-of-00001.parquet +3 -0
- college_physics/dev-00000-of-00001.parquet +3 -0
- college_physics/test-00000-of-00001.parquet +3 -0
- college_physics/val-00000-of-00001.parquet +3 -0
- college_programming/dev-00000-of-00001.parquet +3 -0
- college_programming/test-00000-of-00001.parquet +3 -0
- college_programming/val-00000-of-00001.parquet +3 -0
- computer_architecture/dev-00000-of-00001.parquet +3 -0
- computer_architecture/test-00000-of-00001.parquet +3 -0
- computer_architecture/val-00000-of-00001.parquet +3 -0
- computer_network/dev-00000-of-00001.parquet +3 -0
- computer_network/test-00000-of-00001.parquet +3 -0
- computer_network/val-00000-of-00001.parquet +3 -0
- discrete_mathematics/dev-00000-of-00001.parquet +3 -0
- discrete_mathematics/test-00000-of-00001.parquet +3 -0
- discrete_mathematics/val-00000-of-00001.parquet +3 -0
- education_science/dev-00000-of-00001.parquet +3 -0
- education_science/test-00000-of-00001.parquet +3 -0
- education_science/val-00000-of-00001.parquet +3 -0
@@ -9,6 +9,1984 @@ language:
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pretty_name: C-Eval
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size_categories:
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- 10K<n<100K
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|
12 |
---
|
13 |
|
14 |
C-Eval is a comprehensive Chinese evaluation suite for foundation models. It consists of 13948 multi-choice questions spanning 52 diverse disciplines and four difficulty levels. Please visit our [website](https://cevalbenchmark.com/) and [GitHub](https://github.com/SJTU-LIT/ceval/tree/main) or check our [paper](https://arxiv.org/abs/2305.08322) for more details.
|
|
|
9 |
pretty_name: C-Eval
|
10 |
size_categories:
|
11 |
- 10K<n<100K
|
12 |
+
configs:
|
13 |
+
- config_name: accountant
|
14 |
+
data_files:
|
15 |
+
- split: test
|
16 |
+
path: accountant/test-*
|
17 |
+
- split: val
|
18 |
+
path: accountant/val-*
|
19 |
+
- split: dev
|
20 |
+
path: accountant/dev-*
|
21 |
+
- config_name: advanced_mathematics
|
22 |
+
data_files:
|
23 |
+
- split: test
|
24 |
+
path: advanced_mathematics/test-*
|
25 |
+
- split: val
|
26 |
+
path: advanced_mathematics/val-*
|
27 |
+
- split: dev
|
28 |
+
path: advanced_mathematics/dev-*
|
29 |
+
- config_name: art_studies
|
30 |
+
data_files:
|
31 |
+
- split: test
|
32 |
+
path: art_studies/test-*
|
33 |
+
- split: val
|
34 |
+
path: art_studies/val-*
|
35 |
+
- split: dev
|
36 |
+
path: art_studies/dev-*
|
37 |
+
- config_name: basic_medicine
|
38 |
+
data_files:
|
39 |
+
- split: test
|
40 |
+
path: basic_medicine/test-*
|
41 |
+
- split: val
|
42 |
+
path: basic_medicine/val-*
|
43 |
+
- split: dev
|
44 |
+
path: basic_medicine/dev-*
|
45 |
+
- config_name: business_administration
|
46 |
+
data_files:
|
47 |
+
- split: test
|
48 |
+
path: business_administration/test-*
|
49 |
+
- split: val
|
50 |
+
path: business_administration/val-*
|
51 |
+
- split: dev
|
52 |
+
path: business_administration/dev-*
|
53 |
+
- config_name: chinese_language_and_literature
|
54 |
+
data_files:
|
55 |
+
- split: test
|
56 |
+
path: chinese_language_and_literature/test-*
|
57 |
+
- split: val
|
58 |
+
path: chinese_language_and_literature/val-*
|
59 |
+
- split: dev
|
60 |
+
path: chinese_language_and_literature/dev-*
|
61 |
+
- config_name: civil_servant
|
62 |
+
data_files:
|
63 |
+
- split: test
|
64 |
+
path: civil_servant/test-*
|
65 |
+
- split: val
|
66 |
+
path: civil_servant/val-*
|
67 |
+
- split: dev
|
68 |
+
path: civil_servant/dev-*
|
69 |
+
- config_name: clinical_medicine
|
70 |
+
data_files:
|
71 |
+
- split: test
|
72 |
+
path: clinical_medicine/test-*
|
73 |
+
- split: val
|
74 |
+
path: clinical_medicine/val-*
|
75 |
+
- split: dev
|
76 |
+
path: clinical_medicine/dev-*
|
77 |
+
- config_name: college_chemistry
|
78 |
+
data_files:
|
79 |
+
- split: test
|
80 |
+
path: college_chemistry/test-*
|
81 |
+
- split: val
|
82 |
+
path: college_chemistry/val-*
|
83 |
+
- split: dev
|
84 |
+
path: college_chemistry/dev-*
|
85 |
+
- config_name: college_economics
|
86 |
+
data_files:
|
87 |
+
- split: test
|
88 |
+
path: college_economics/test-*
|
89 |
+
- split: val
|
90 |
+
path: college_economics/val-*
|
91 |
+
- split: dev
|
92 |
+
path: college_economics/dev-*
|
93 |
+
- config_name: college_physics
|
94 |
+
data_files:
|
95 |
+
- split: test
|
96 |
+
path: college_physics/test-*
|
97 |
+
- split: val
|
98 |
+
path: college_physics/val-*
|
99 |
+
- split: dev
|
100 |
+
path: college_physics/dev-*
|
101 |
+
- config_name: college_programming
|
102 |
+
data_files:
|
103 |
+
- split: test
|
104 |
+
path: college_programming/test-*
|
105 |
+
- split: val
|
106 |
+
path: college_programming/val-*
|
107 |
+
- split: dev
|
108 |
+
path: college_programming/dev-*
|
109 |
+
- config_name: computer_architecture
|
110 |
+
data_files:
|
111 |
+
- split: test
|
112 |
+
path: computer_architecture/test-*
|
113 |
+
- split: val
|
114 |
+
path: computer_architecture/val-*
|
115 |
+
- split: dev
|
116 |
+
path: computer_architecture/dev-*
|
117 |
+
- config_name: computer_network
|
118 |
+
data_files:
|
119 |
+
- split: test
|
120 |
+
path: computer_network/test-*
|
121 |
+
- split: val
|
122 |
+
path: computer_network/val-*
|
123 |
+
- split: dev
|
124 |
+
path: computer_network/dev-*
|
125 |
+
- config_name: discrete_mathematics
|
126 |
+
data_files:
|
127 |
+
- split: test
|
128 |
+
path: discrete_mathematics/test-*
|
129 |
+
- split: val
|
130 |
+
path: discrete_mathematics/val-*
|
131 |
+
- split: dev
|
132 |
+
path: discrete_mathematics/dev-*
|
133 |
+
- config_name: education_science
|
134 |
+
data_files:
|
135 |
+
- split: test
|
136 |
+
path: education_science/test-*
|
137 |
+
- split: val
|
138 |
+
path: education_science/val-*
|
139 |
+
- split: dev
|
140 |
+
path: education_science/dev-*
|
141 |
+
- config_name: electrical_engineer
|
142 |
+
data_files:
|
143 |
+
- split: test
|
144 |
+
path: electrical_engineer/test-*
|
145 |
+
- split: val
|
146 |
+
path: electrical_engineer/val-*
|
147 |
+
- split: dev
|
148 |
+
path: electrical_engineer/dev-*
|
149 |
+
- config_name: environmental_impact_assessment_engineer
|
150 |
+
data_files:
|
151 |
+
- split: test
|
152 |
+
path: environmental_impact_assessment_engineer/test-*
|
153 |
+
- split: val
|
154 |
+
path: environmental_impact_assessment_engineer/val-*
|
155 |
+
- split: dev
|
156 |
+
path: environmental_impact_assessment_engineer/dev-*
|
157 |
+
- config_name: fire_engineer
|
158 |
+
data_files:
|
159 |
+
- split: test
|
160 |
+
path: fire_engineer/test-*
|
161 |
+
- split: val
|
162 |
+
path: fire_engineer/val-*
|
163 |
+
- split: dev
|
164 |
+
path: fire_engineer/dev-*
|
165 |
+
- config_name: high_school_biology
|
166 |
+
data_files:
|
167 |
+
- split: test
|
168 |
+
path: high_school_biology/test-*
|
169 |
+
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|
170 |
+
path: high_school_biology/val-*
|
171 |
+
- split: dev
|
172 |
+
path: high_school_biology/dev-*
|
173 |
+
- config_name: high_school_chemistry
|
174 |
+
data_files:
|
175 |
+
- split: test
|
176 |
+
path: high_school_chemistry/test-*
|
177 |
+
- split: val
|
178 |
+
path: high_school_chemistry/val-*
|
179 |
+
- split: dev
|
180 |
+
path: high_school_chemistry/dev-*
|
181 |
+
- config_name: high_school_chinese
|
182 |
+
data_files:
|
183 |
+
- split: test
|
184 |
+
path: high_school_chinese/test-*
|
185 |
+
- split: val
|
186 |
+
path: high_school_chinese/val-*
|
187 |
+
- split: dev
|
188 |
+
path: high_school_chinese/dev-*
|
189 |
+
- config_name: high_school_geography
|
190 |
+
data_files:
|
191 |
+
- split: test
|
192 |
+
path: high_school_geography/test-*
|
193 |
+
- split: val
|
194 |
+
path: high_school_geography/val-*
|
195 |
+
- split: dev
|
196 |
+
path: high_school_geography/dev-*
|
197 |
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- config_name: high_school_history
|
198 |
+
data_files:
|
199 |
+
- split: test
|
200 |
+
path: high_school_history/test-*
|
201 |
+
- split: val
|
202 |
+
path: high_school_history/val-*
|
203 |
+
- split: dev
|
204 |
+
path: high_school_history/dev-*
|
205 |
+
- config_name: high_school_mathematics
|
206 |
+
data_files:
|
207 |
+
- split: test
|
208 |
+
path: high_school_mathematics/test-*
|
209 |
+
- split: val
|
210 |
+
path: high_school_mathematics/val-*
|
211 |
+
- split: dev
|
212 |
+
path: high_school_mathematics/dev-*
|
213 |
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- config_name: high_school_physics
|
214 |
+
data_files:
|
215 |
+
- split: test
|
216 |
+
path: high_school_physics/test-*
|
217 |
+
- split: val
|
218 |
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path: high_school_physics/val-*
|
219 |
+
- split: dev
|
220 |
+
path: high_school_physics/dev-*
|
221 |
+
- config_name: high_school_politics
|
222 |
+
data_files:
|
223 |
+
- split: test
|
224 |
+
path: high_school_politics/test-*
|
225 |
+
- split: val
|
226 |
+
path: high_school_politics/val-*
|
227 |
+
- split: dev
|
228 |
+
path: high_school_politics/dev-*
|
229 |
+
- config_name: ideological_and_moral_cultivation
|
230 |
+
data_files:
|
231 |
+
- split: test
|
232 |
+
path: ideological_and_moral_cultivation/test-*
|
233 |
+
- split: val
|
234 |
+
path: ideological_and_moral_cultivation/val-*
|
235 |
+
- split: dev
|
236 |
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path: ideological_and_moral_cultivation/dev-*
|
237 |
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- config_name: law
|
238 |
+
data_files:
|
239 |
+
- split: test
|
240 |
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path: law/test-*
|
241 |
+
- split: val
|
242 |
+
path: law/val-*
|
243 |
+
- split: dev
|
244 |
+
path: law/dev-*
|
245 |
+
- config_name: legal_professional
|
246 |
+
data_files:
|
247 |
+
- split: test
|
248 |
+
path: legal_professional/test-*
|
249 |
+
- split: val
|
250 |
+
path: legal_professional/val-*
|
251 |
+
- split: dev
|
252 |
+
path: legal_professional/dev-*
|
253 |
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- config_name: logic
|
254 |
+
data_files:
|
255 |
+
- split: test
|
256 |
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path: logic/test-*
|
257 |
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- split: val
|
258 |
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path: logic/val-*
|
259 |
+
- split: dev
|
260 |
+
path: logic/dev-*
|
261 |
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- config_name: mao_zedong_thought
|
262 |
+
data_files:
|
263 |
+
- split: test
|
264 |
+
path: mao_zedong_thought/test-*
|
265 |
+
- split: val
|
266 |
+
path: mao_zedong_thought/val-*
|
267 |
+
- split: dev
|
268 |
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path: mao_zedong_thought/dev-*
|
269 |
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- config_name: marxism
|
270 |
+
data_files:
|
271 |
+
- split: test
|
272 |
+
path: marxism/test-*
|
273 |
+
- split: val
|
274 |
+
path: marxism/val-*
|
275 |
+
- split: dev
|
276 |
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path: marxism/dev-*
|
277 |
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- config_name: metrology_engineer
|
278 |
+
data_files:
|
279 |
+
- split: test
|
280 |
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path: metrology_engineer/test-*
|
281 |
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- split: val
|
282 |
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path: metrology_engineer/val-*
|
283 |
+
- split: dev
|
284 |
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path: metrology_engineer/dev-*
|
285 |
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|
286 |
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data_files:
|
287 |
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- split: test
|
288 |
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path: middle_school_biology/test-*
|
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|
290 |
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path: middle_school_biology/val-*
|
291 |
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- split: dev
|
292 |
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path: middle_school_biology/dev-*
|
293 |
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- config_name: middle_school_chemistry
|
294 |
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data_files:
|
295 |
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- split: test
|
296 |
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path: middle_school_chemistry/test-*
|
297 |
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|
298 |
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path: middle_school_chemistry/val-*
|
299 |
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- split: dev
|
300 |
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path: middle_school_chemistry/dev-*
|
301 |
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- config_name: middle_school_geography
|
302 |
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data_files:
|
303 |
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- split: test
|
304 |
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path: middle_school_geography/test-*
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305 |
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|
306 |
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path: middle_school_geography/val-*
|
307 |
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- split: dev
|
308 |
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path: middle_school_geography/dev-*
|
309 |
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- config_name: middle_school_history
|
310 |
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data_files:
|
311 |
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|
312 |
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path: middle_school_history/test-*
|
313 |
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|
314 |
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path: middle_school_history/val-*
|
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- split: dev
|
316 |
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path: middle_school_history/dev-*
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- config_name: middle_school_mathematics
|
318 |
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data_files:
|
319 |
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- split: test
|
320 |
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path: middle_school_mathematics/test-*
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321 |
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|
322 |
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path: middle_school_mathematics/val-*
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323 |
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|
324 |
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path: middle_school_mathematics/dev-*
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325 |
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- config_name: middle_school_physics
|
326 |
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data_files:
|
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path: middle_school_physics/test-*
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|
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331 |
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- split: dev
|
332 |
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path: middle_school_physics/dev-*
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|
334 |
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data_files:
|
335 |
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|
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path: middle_school_politics/test-*
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|
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path: middle_school_politics/val-*
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|
342 |
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data_files:
|
343 |
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|
344 |
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path: modern_chinese_history/test-*
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|
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path: modern_chinese_history/val-*
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|
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|
350 |
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data_files:
|
351 |
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|
352 |
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path: operating_system/test-*
|
353 |
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|
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path: operating_system/val-*
|
355 |
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- split: dev
|
356 |
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path: operating_system/dev-*
|
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- config_name: physician
|
358 |
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data_files:
|
359 |
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- split: test
|
360 |
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path: physician/test-*
|
361 |
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- split: val
|
362 |
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path: physician/val-*
|
363 |
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- split: dev
|
364 |
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path: physician/dev-*
|
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- config_name: plant_protection
|
366 |
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data_files:
|
367 |
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- split: test
|
368 |
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path: plant_protection/test-*
|
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|
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|
371 |
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|
372 |
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path: plant_protection/dev-*
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|
374 |
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data_files:
|
375 |
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- split: test
|
376 |
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path: probability_and_statistics/test-*
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|
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path: probability_and_statistics/val-*
|
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- split: dev
|
380 |
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path: probability_and_statistics/dev-*
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- config_name: professional_tour_guide
|
382 |
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data_files:
|
383 |
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- split: test
|
384 |
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path: professional_tour_guide/test-*
|
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|
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path: professional_tour_guide/val-*
|
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- split: dev
|
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path: professional_tour_guide/dev-*
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- config_name: sports_science
|
390 |
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data_files:
|
391 |
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- split: test
|
392 |
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path: sports_science/test-*
|
393 |
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- split: val
|
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path: sports_science/val-*
|
395 |
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- split: dev
|
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path: sports_science/dev-*
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- config_name: tax_accountant
|
398 |
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data_files:
|
399 |
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- split: test
|
400 |
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path: tax_accountant/test-*
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|
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path: tax_accountant/val-*
|
403 |
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- split: dev
|
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path: tax_accountant/dev-*
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- config_name: teacher_qualification
|
406 |
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data_files:
|
407 |
+
- split: test
|
408 |
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path: teacher_qualification/test-*
|
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|
410 |
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path: teacher_qualification/val-*
|
411 |
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- split: dev
|
412 |
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path: teacher_qualification/dev-*
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413 |
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- config_name: urban_and_rural_planner
|
414 |
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data_files:
|
415 |
+
- split: test
|
416 |
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path: urban_and_rural_planner/test-*
|
417 |
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- split: val
|
418 |
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path: urban_and_rural_planner/val-*
|
419 |
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- split: dev
|
420 |
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path: urban_and_rural_planner/dev-*
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421 |
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- config_name: veterinary_medicine
|
422 |
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data_files:
|
423 |
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- split: test
|
424 |
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path: veterinary_medicine/test-*
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425 |
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|
426 |
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path: veterinary_medicine/val-*
|
427 |
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- split: dev
|
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path: veterinary_medicine/dev-*
|
429 |
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dataset_info:
|
430 |
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|
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download_size: 151233
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dataset_size: 199880
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|
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download_size: 50962
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dataset_size: 62374
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download_size: 48398
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dataset_size: 46386
|
1990 |
---
|
1991 |
|
1992 |
C-Eval is a comprehensive Chinese evaluation suite for foundation models. It consists of 13948 multi-choice questions spanning 52 diverse disciplines and four difficulty levels. Please visit our [website](https://cevalbenchmark.com/) and [GitHub](https://github.com/SJTU-LIT/ceval/tree/main) or check our [paper](https://arxiv.org/abs/2305.08322) for more details.
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@@ -1,166 +0,0 @@
|
|
1 |
-
# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
|
2 |
-
#
|
3 |
-
# Licensed under the Apache License, Version 2.0 (the "License");
|
4 |
-
# you may not use this file except in compliance with the License.
|
5 |
-
# You may obtain a copy of the License at
|
6 |
-
#
|
7 |
-
# http://www.apache.org/licenses/LICENSE-2.0
|
8 |
-
#
|
9 |
-
# Unless required by applicable law or agreed to in writing, software
|
10 |
-
# distributed under the License is distributed on an "AS IS" BASIS,
|
11 |
-
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
12 |
-
# See the License for the specific language governing permissions and
|
13 |
-
# limitations under the License.
|
14 |
-
import os
|
15 |
-
|
16 |
-
import datasets
|
17 |
-
import pandas as pd
|
18 |
-
|
19 |
-
|
20 |
-
_CITATION = """\
|
21 |
-
@article{huang2023ceval,
|
22 |
-
title={C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models},
|
23 |
-
author={Huang, Yuzhen and Bai, Yuzhuo and Zhu, Zhihao and Zhang, Junlei and Zhang, Jinghan and Su, Tangjun and Liu, Junteng and Lv, Chuancheng and Zhang, Yikai and Lei, Jiayi and Fu, Yao and Sun, Maosong and He, Junxian},
|
24 |
-
journal={arXiv preprint arXiv:2305.08322},
|
25 |
-
year={2023}
|
26 |
-
}
|
27 |
-
"""
|
28 |
-
|
29 |
-
_DESCRIPTION = """\
|
30 |
-
C-Eval is a comprehensive Chinese evaluation suite for foundation models. It consists of 13948 multi-choice questions spanning 52 diverse disciplines and four difficulty levels.
|
31 |
-
"""
|
32 |
-
|
33 |
-
_HOMEPAGE = "https://cevalbenchmark.com"
|
34 |
-
|
35 |
-
_LICENSE = "Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License"
|
36 |
-
|
37 |
-
_URL = r"https://huggingface.co/datasets/ceval/ceval-exam/resolve/main/ceval-exam.zip"
|
38 |
-
|
39 |
-
task_list = [
|
40 |
-
"computer_network",
|
41 |
-
"operating_system",
|
42 |
-
"computer_architecture",
|
43 |
-
"college_programming",
|
44 |
-
"college_physics",
|
45 |
-
"college_chemistry",
|
46 |
-
"advanced_mathematics",
|
47 |
-
"probability_and_statistics",
|
48 |
-
"discrete_mathematics",
|
49 |
-
"electrical_engineer",
|
50 |
-
"metrology_engineer",
|
51 |
-
"high_school_mathematics",
|
52 |
-
"high_school_physics",
|
53 |
-
"high_school_chemistry",
|
54 |
-
"high_school_biology",
|
55 |
-
"middle_school_mathematics",
|
56 |
-
"middle_school_biology",
|
57 |
-
"middle_school_physics",
|
58 |
-
"middle_school_chemistry",
|
59 |
-
"veterinary_medicine",
|
60 |
-
"college_economics",
|
61 |
-
"business_administration",
|
62 |
-
"marxism",
|
63 |
-
"mao_zedong_thought",
|
64 |
-
"education_science",
|
65 |
-
"teacher_qualification",
|
66 |
-
"high_school_politics",
|
67 |
-
"high_school_geography",
|
68 |
-
"middle_school_politics",
|
69 |
-
"middle_school_geography",
|
70 |
-
"modern_chinese_history",
|
71 |
-
"ideological_and_moral_cultivation",
|
72 |
-
"logic",
|
73 |
-
"law",
|
74 |
-
"chinese_language_and_literature",
|
75 |
-
"art_studies",
|
76 |
-
"professional_tour_guide",
|
77 |
-
"legal_professional",
|
78 |
-
"high_school_chinese",
|
79 |
-
"high_school_history",
|
80 |
-
"middle_school_history",
|
81 |
-
"civil_servant",
|
82 |
-
"sports_science",
|
83 |
-
"plant_protection",
|
84 |
-
"basic_medicine",
|
85 |
-
"clinical_medicine",
|
86 |
-
"urban_and_rural_planner",
|
87 |
-
"accountant",
|
88 |
-
"fire_engineer",
|
89 |
-
"environmental_impact_assessment_engineer",
|
90 |
-
"tax_accountant",
|
91 |
-
"physician",
|
92 |
-
]
|
93 |
-
|
94 |
-
|
95 |
-
class CevalExamConfig(datasets.BuilderConfig):
|
96 |
-
def __init__(self, **kwargs):
|
97 |
-
super().__init__(version=datasets.Version("1.0.0"), **kwargs)
|
98 |
-
|
99 |
-
|
100 |
-
class CevalExam(datasets.GeneratorBasedBuilder):
|
101 |
-
BUILDER_CONFIGS = [
|
102 |
-
CevalExamConfig(
|
103 |
-
name=task_name,
|
104 |
-
)
|
105 |
-
for task_name in task_list
|
106 |
-
]
|
107 |
-
|
108 |
-
def _info(self):
|
109 |
-
features = datasets.Features(
|
110 |
-
{
|
111 |
-
"id":datasets.Value("int32"),
|
112 |
-
"question": datasets.Value("string"),
|
113 |
-
"A": datasets.Value("string"),
|
114 |
-
"B": datasets.Value("string"),
|
115 |
-
"C": datasets.Value("string"),
|
116 |
-
"D": datasets.Value("string"),
|
117 |
-
"answer": datasets.Value("string"),
|
118 |
-
"explanation":datasets.Value("string"),
|
119 |
-
}
|
120 |
-
)
|
121 |
-
return datasets.DatasetInfo(
|
122 |
-
description=_DESCRIPTION,
|
123 |
-
features=features,
|
124 |
-
homepage=_HOMEPAGE,
|
125 |
-
license=_LICENSE,
|
126 |
-
citation=_CITATION,
|
127 |
-
)
|
128 |
-
|
129 |
-
def _split_generators(self, dl_manager):
|
130 |
-
data_dir = dl_manager.download_and_extract(_URL)
|
131 |
-
task_name = self.config.name
|
132 |
-
return [
|
133 |
-
datasets.SplitGenerator(
|
134 |
-
name=datasets.Split.TEST,
|
135 |
-
gen_kwargs={
|
136 |
-
"filepath": os.path.join(
|
137 |
-
data_dir, "test", f"{task_name}_test.csv"
|
138 |
-
),
|
139 |
-
},
|
140 |
-
),
|
141 |
-
datasets.SplitGenerator(
|
142 |
-
name=datasets.Split("val"),
|
143 |
-
gen_kwargs={
|
144 |
-
"filepath": os.path.join(
|
145 |
-
data_dir, "val", f"{task_name}_val.csv"
|
146 |
-
),
|
147 |
-
},
|
148 |
-
),
|
149 |
-
datasets.SplitGenerator(
|
150 |
-
name=datasets.Split("dev"),
|
151 |
-
gen_kwargs={
|
152 |
-
"filepath": os.path.join(
|
153 |
-
data_dir, "dev", f"{task_name}_dev.csv"
|
154 |
-
),
|
155 |
-
},
|
156 |
-
),
|
157 |
-
]
|
158 |
-
|
159 |
-
def _generate_examples(self, filepath):
|
160 |
-
df = pd.read_csv(filepath,encoding="utf-8")
|
161 |
-
for i, instance in enumerate(df.to_dict(orient="records")):
|
162 |
-
if "answer" not in instance.keys():
|
163 |
-
instance["answer"]=""
|
164 |
-
if "explanation" not in instance.keys():
|
165 |
-
instance["explanation"]=""
|
166 |
-
yield i, instance
|
|
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