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 <[email protected]>
- 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
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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 |
+
- split: val
|
| 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 |
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path: high_school_chemistry/test-*
|
| 177 |
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|
| 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 |
+
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|
| 194 |
+
path: high_school_geography/val-*
|
| 195 |
+
- split: dev
|
| 196 |
+
path: high_school_geography/dev-*
|
| 197 |
+
- config_name: high_school_history
|
| 198 |
+
data_files:
|
| 199 |
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- split: test
|
| 200 |
+
path: high_school_history/test-*
|
| 201 |
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|
| 202 |
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path: high_school_history/val-*
|
| 203 |
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|
| 204 |
+
path: high_school_history/dev-*
|
| 205 |
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- config_name: high_school_mathematics
|
| 206 |
+
data_files:
|
| 207 |
+
- split: test
|
| 208 |
+
path: high_school_mathematics/test-*
|
| 209 |
+
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|
| 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 |
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|
| 216 |
+
path: high_school_physics/test-*
|
| 217 |
+
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|
| 218 |
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path: high_school_physics/val-*
|
| 219 |
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- split: dev
|
| 220 |
+
path: high_school_physics/dev-*
|
| 221 |
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- config_name: high_school_politics
|
| 222 |
+
data_files:
|
| 223 |
+
- split: test
|
| 224 |
+
path: high_school_politics/test-*
|
| 225 |
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|
| 226 |
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path: high_school_politics/val-*
|
| 227 |
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- split: dev
|
| 228 |
+
path: high_school_politics/dev-*
|
| 229 |
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- config_name: ideological_and_moral_cultivation
|
| 230 |
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data_files:
|
| 231 |
+
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|
| 232 |
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path: ideological_and_moral_cultivation/test-*
|
| 233 |
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|
| 234 |
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path: ideological_and_moral_cultivation/val-*
|
| 235 |
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|
| 236 |
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path: ideological_and_moral_cultivation/dev-*
|
| 237 |
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|
| 238 |
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data_files:
|
| 239 |
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|
| 240 |
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path: law/test-*
|
| 241 |
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|
| 242 |
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path: law/val-*
|
| 243 |
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|
| 244 |
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path: law/dev-*
|
| 245 |
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- config_name: legal_professional
|
| 246 |
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data_files:
|
| 247 |
+
- split: test
|
| 248 |
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path: legal_professional/test-*
|
| 249 |
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|
| 250 |
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path: legal_professional/val-*
|
| 251 |
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|
| 252 |
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path: legal_professional/dev-*
|
| 253 |
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|
| 254 |
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data_files:
|
| 255 |
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|
| 256 |
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path: logic/test-*
|
| 257 |
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|
| 258 |
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path: logic/val-*
|
| 259 |
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|
| 260 |
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path: logic/dev-*
|
| 261 |
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|
| 262 |
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data_files:
|
| 263 |
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|
| 264 |
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path: mao_zedong_thought/test-*
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| 265 |
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path: mao_zedong_thought/val-*
|
| 267 |
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|
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path: mao_zedong_thought/dev-*
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| 269 |
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|
| 270 |
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data_files:
|
| 271 |
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|
| 272 |
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path: marxism/test-*
|
| 273 |
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|
| 274 |
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path: marxism/val-*
|
| 275 |
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|
| 276 |
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path: marxism/dev-*
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| 277 |
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|
| 278 |
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data_files:
|
| 279 |
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- split: test
|
| 280 |
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path: metrology_engineer/test-*
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path: metrology_engineer/val-*
|
| 283 |
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|
| 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
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| 288 |
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path: middle_school_biology/test-*
|
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|
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path: middle_school_biology/val-*
|
| 291 |
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|
| 292 |
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path: middle_school_biology/dev-*
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| 293 |
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|
| 294 |
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data_files:
|
| 295 |
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- split: test
|
| 296 |
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path: middle_school_chemistry/test-*
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path: middle_school_chemistry/val-*
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| 299 |
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|
| 300 |
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path: middle_school_chemistry/dev-*
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| 301 |
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|
| 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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path: middle_school_geography/val-*
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path: middle_school_geography/dev-*
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|
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data_files:
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path: middle_school_history/test-*
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path: middle_school_history/val-*
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| 315 |
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path: middle_school_history/dev-*
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|
| 318 |
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data_files:
|
| 319 |
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path: middle_school_mathematics/test-*
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data_files:
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path: middle_school_physics/test-*
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data_files:
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path: middle_school_politics/test-*
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path: middle_school_politics/val-*
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path: middle_school_politics/dev-*
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| 342 |
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data_files:
|
| 343 |
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path: modern_chinese_history/test-*
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data_files:
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path: operating_system/val-*
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data_files:
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path: physician/test-*
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path: physician/val-*
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data_files:
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path: plant_protection/test-*
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path: plant_protection/val-*
|
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path: plant_protection/dev-*
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data_files:
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path: probability_and_statistics/test-*
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path: probability_and_statistics/val-*
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path: probability_and_statistics/dev-*
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| 382 |
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data_files:
|
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path: professional_tour_guide/test-*
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path: professional_tour_guide/val-*
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path: professional_tour_guide/dev-*
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data_files:
|
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path: sports_science/test-*
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path: sports_science/val-*
|
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path: sports_science/dev-*
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| 398 |
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data_files:
|
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path: tax_accountant/test-*
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path: tax_accountant/val-*
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data_files:
|
| 407 |
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- split: test
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path: teacher_qualification/test-*
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data_files:
|
| 415 |
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- split: test
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path: urban_and_rural_planner/test-*
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path: urban_and_rural_planner/val-*
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| 419 |
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data_files:
|
| 423 |
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path: veterinary_medicine/test-*
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|
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- name: id
|
| 1933 |
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dtype: int32
|
| 1934 |
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|
| 1935 |
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dtype: string
|
| 1936 |
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|
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dtype: string
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dtype: string
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dtype: string
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|
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|
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splits:
|
| 1949 |
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|
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num_bytes: 110377
|
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num_examples: 418
|
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- name: val
|
| 1953 |
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num_bytes: 12793
|
| 1954 |
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num_examples: 46
|
| 1955 |
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- name: dev
|
| 1956 |
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num_bytes: 3166
|
| 1957 |
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num_examples: 5
|
| 1958 |
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download_size: 100220
|
| 1959 |
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dataset_size: 126336
|
| 1960 |
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- config_name: veterinary_medicine
|
| 1961 |
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features:
|
| 1962 |
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|
| 1963 |
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dtype: int32
|
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|
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|
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|
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|
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|
| 1976 |
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|
| 1977 |
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dtype: string
|
| 1978 |
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splits:
|
| 1979 |
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|
| 1980 |
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num_bytes: 39465
|
| 1981 |
+
num_examples: 210
|
| 1982 |
+
- name: val
|
| 1983 |
+
num_bytes: 4559
|
| 1984 |
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num_examples: 23
|
| 1985 |
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- name: dev
|
| 1986 |
+
num_bytes: 2362
|
| 1987 |
+
num_examples: 5
|
| 1988 |
+
download_size: 48398
|
| 1989 |
+
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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