Datasets:
Formats:
parquet
Size:
100K - 1M
Tags:
discourse-mode-classification
paraphrase-identification
cross-lingual-similarity
headline-classification
License:
| annotations_creators: | |
| - other | |
| language_creators: | |
| - found | |
| language: | |
| - as | |
| - bn | |
| - en | |
| - gu | |
| - hi | |
| - kn | |
| - ml | |
| - mr | |
| - or | |
| - pa | |
| - ta | |
| - te | |
| license: | |
| - other | |
| multilinguality: | |
| - multilingual | |
| size_categories: | |
| - 100K<n<1M | |
| source_datasets: | |
| - extended|other | |
| task_categories: | |
| - text-classification | |
| - token-classification | |
| - multiple-choice | |
| task_ids: | |
| - topic-classification | |
| - natural-language-inference | |
| - sentiment-analysis | |
| - semantic-similarity-scoring | |
| - named-entity-recognition | |
| - multiple-choice-qa | |
| pretty_name: IndicGLUE | |
| tags: | |
| - discourse-mode-classification | |
| - paraphrase-identification | |
| - cross-lingual-similarity | |
| - headline-classification | |
| dataset_info: | |
| - config_name: actsa-sc.te | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': positive | |
| '1': negative | |
| splits: | |
| - name: train | |
| num_bytes: 1370911 | |
| num_examples: 4328 | |
| - name: validation | |
| num_bytes: 166093 | |
| num_examples: 541 | |
| - name: test | |
| num_bytes: 168295 | |
| num_examples: 541 | |
| download_size: 378882 | |
| dataset_size: 1705299 | |
| - config_name: bbca.hi | |
| features: | |
| - name: label | |
| dtype: string | |
| - name: text | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 22126213 | |
| num_examples: 3467 | |
| - name: test | |
| num_bytes: 5501156 | |
| num_examples: 866 | |
| download_size: 5770136 | |
| dataset_size: 27627369 | |
| - config_name: copa.en | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: choice1 | |
| dtype: string | |
| - name: choice2 | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: label | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 46033 | |
| num_examples: 400 | |
| - name: validation | |
| num_bytes: 11679 | |
| num_examples: 100 | |
| - name: test | |
| num_bytes: 55846 | |
| num_examples: 500 | |
| download_size: 79431 | |
| dataset_size: 113558 | |
| - config_name: copa.gu | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: choice1 | |
| dtype: string | |
| - name: choice2 | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: label | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 92097 | |
| num_examples: 362 | |
| - name: validation | |
| num_bytes: 23450 | |
| num_examples: 88 | |
| - name: test | |
| num_bytes: 109997 | |
| num_examples: 448 | |
| download_size: 107668 | |
| dataset_size: 225544 | |
| - config_name: copa.hi | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: choice1 | |
| dtype: string | |
| - name: choice2 | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: label | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 93376 | |
| num_examples: 362 | |
| - name: validation | |
| num_bytes: 23559 | |
| num_examples: 88 | |
| - name: test | |
| num_bytes: 112830 | |
| num_examples: 449 | |
| download_size: 104233 | |
| dataset_size: 229765 | |
| - config_name: copa.mr | |
| features: | |
| - name: premise | |
| dtype: string | |
| - name: choice1 | |
| dtype: string | |
| - name: choice2 | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: label | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 93441 | |
| num_examples: 362 | |
| - name: validation | |
| num_bytes: 23874 | |
| num_examples: 88 | |
| - name: test | |
| num_bytes: 112055 | |
| num_examples: 449 | |
| download_size: 105962 | |
| dataset_size: 229370 | |
| - config_name: csqa.as | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 3800523 | |
| num_examples: 2942 | |
| download_size: 1390423 | |
| dataset_size: 3800523 | |
| - config_name: csqa.bn | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 54671018 | |
| num_examples: 38845 | |
| download_size: 19648180 | |
| dataset_size: 54671018 | |
| - config_name: csqa.gu | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 29131607 | |
| num_examples: 22861 | |
| download_size: 6027825 | |
| dataset_size: 29131607 | |
| - config_name: csqa.hi | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 40409347 | |
| num_examples: 35140 | |
| download_size: 14711258 | |
| dataset_size: 40409347 | |
| - config_name: csqa.kn | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 21199816 | |
| num_examples: 13666 | |
| download_size: 7669655 | |
| dataset_size: 21199816 | |
| - config_name: csqa.ml | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 47220836 | |
| num_examples: 26537 | |
| download_size: 17382215 | |
| dataset_size: 47220836 | |
| - config_name: csqa.mr | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 13667174 | |
| num_examples: 11370 | |
| download_size: 5072738 | |
| dataset_size: 13667174 | |
| - config_name: csqa.or | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 2562365 | |
| num_examples: 1975 | |
| download_size: 948046 | |
| dataset_size: 2562365 | |
| - config_name: csqa.pa | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 5806097 | |
| num_examples: 5667 | |
| download_size: 2194109 | |
| dataset_size: 5806097 | |
| - config_name: csqa.ta | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 61868481 | |
| num_examples: 38590 | |
| download_size: 20789467 | |
| dataset_size: 61868481 | |
| - config_name: csqa.te | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: options | |
| sequence: string | |
| - name: out_of_context_options | |
| sequence: string | |
| splits: | |
| - name: test | |
| num_bytes: 58784997 | |
| num_examples: 41338 | |
| download_size: 17447618 | |
| dataset_size: 58784997 | |
| - config_name: cvit-mkb-clsr.en-bn | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 2002009 | |
| num_examples: 5522 | |
| download_size: 3702442 | |
| dataset_size: 2002009 | |
| - config_name: cvit-mkb-clsr.en-gu | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 2316311 | |
| num_examples: 6463 | |
| download_size: 3702442 | |
| dataset_size: 2316311 | |
| - config_name: cvit-mkb-clsr.en-hi | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 1866335 | |
| num_examples: 5169 | |
| download_size: 3702442 | |
| dataset_size: 1866335 | |
| - config_name: cvit-mkb-clsr.en-ml | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 1999869 | |
| num_examples: 4886 | |
| download_size: 3702442 | |
| dataset_size: 1999869 | |
| - config_name: cvit-mkb-clsr.en-mr | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 2142129 | |
| num_examples: 5760 | |
| download_size: 3702442 | |
| dataset_size: 2142129 | |
| - config_name: cvit-mkb-clsr.en-or | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 276385 | |
| num_examples: 752 | |
| download_size: 3702442 | |
| dataset_size: 276385 | |
| - config_name: cvit-mkb-clsr.en-ta | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 2576460 | |
| num_examples: 5637 | |
| download_size: 3702442 | |
| dataset_size: 2576460 | |
| - config_name: cvit-mkb-clsr.en-te | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 1781235 | |
| num_examples: 5049 | |
| download_size: 3702442 | |
| dataset_size: 1781235 | |
| - config_name: cvit-mkb-clsr.en-ur | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 290450 | |
| num_examples: 1006 | |
| download_size: 3702442 | |
| dataset_size: 290450 | |
| - config_name: iitp-mr.hi | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': negative | |
| '1': neutral | |
| '2': positive | |
| splits: | |
| - name: train | |
| num_bytes: 6704909 | |
| num_examples: 2480 | |
| - name: validation | |
| num_bytes: 822222 | |
| num_examples: 310 | |
| - name: test | |
| num_bytes: 702377 | |
| num_examples: 310 | |
| download_size: 1742048 | |
| dataset_size: 8229508 | |
| - config_name: iitp-pr.hi | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': negative | |
| '1': neutral | |
| '2': positive | |
| splits: | |
| - name: train | |
| num_bytes: 945593 | |
| num_examples: 4182 | |
| - name: validation | |
| num_bytes: 120104 | |
| num_examples: 523 | |
| - name: test | |
| num_bytes: 121914 | |
| num_examples: 523 | |
| download_size: 266545 | |
| dataset_size: 1187611 | |
| - config_name: inltkh.gu | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entertainment | |
| '1': business | |
| '2': tech | |
| '3': sports | |
| '4': state | |
| '5': spirituality | |
| '6': tamil-cinema | |
| '7': positive | |
| '8': negative | |
| '9': neutral | |
| splits: | |
| - name: train | |
| num_bytes: 883067 | |
| num_examples: 5269 | |
| - name: validation | |
| num_bytes: 111205 | |
| num_examples: 659 | |
| - name: test | |
| num_bytes: 110761 | |
| num_examples: 659 | |
| download_size: 2054771 | |
| dataset_size: 1105033 | |
| - config_name: inltkh.ml | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entertainment | |
| '1': business | |
| '2': tech | |
| '3': sports | |
| '4': state | |
| '5': spirituality | |
| '6': tamil-cinema | |
| '7': positive | |
| '8': negative | |
| '9': neutral | |
| splits: | |
| - name: train | |
| num_bytes: 1108149 | |
| num_examples: 5036 | |
| - name: validation | |
| num_bytes: 140059 | |
| num_examples: 630 | |
| - name: test | |
| num_bytes: 138851 | |
| num_examples: 630 | |
| download_size: 2054771 | |
| dataset_size: 1387059 | |
| - config_name: inltkh.mr | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entertainment | |
| '1': business | |
| '2': tech | |
| '3': sports | |
| '4': state | |
| '5': spirituality | |
| '6': tamil-cinema | |
| '7': positive | |
| '8': negative | |
| '9': neutral | |
| splits: | |
| - name: train | |
| num_bytes: 1462618 | |
| num_examples: 9672 | |
| - name: validation | |
| num_bytes: 180310 | |
| num_examples: 1210 | |
| - name: test | |
| num_bytes: 180562 | |
| num_examples: 1210 | |
| download_size: 2054771 | |
| dataset_size: 1823490 | |
| - config_name: inltkh.ta | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entertainment | |
| '1': business | |
| '2': tech | |
| '3': sports | |
| '4': state | |
| '5': spirituality | |
| '6': tamil-cinema | |
| '7': positive | |
| '8': negative | |
| '9': neutral | |
| splits: | |
| - name: train | |
| num_bytes: 2659573 | |
| num_examples: 5346 | |
| - name: validation | |
| num_bytes: 316087 | |
| num_examples: 669 | |
| - name: test | |
| num_bytes: 320469 | |
| num_examples: 669 | |
| download_size: 2054771 | |
| dataset_size: 3296129 | |
| - config_name: inltkh.te | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': entertainment | |
| '1': business | |
| '2': tech | |
| '3': sports | |
| '4': state | |
| '5': spirituality | |
| '6': tamil-cinema | |
| '7': positive | |
| '8': negative | |
| '9': neutral | |
| splits: | |
| - name: train | |
| num_bytes: 1361671 | |
| num_examples: 4328 | |
| - name: validation | |
| num_bytes: 170475 | |
| num_examples: 541 | |
| - name: test | |
| num_bytes: 173153 | |
| num_examples: 541 | |
| download_size: 2054771 | |
| dataset_size: 1705299 | |
| - config_name: md.hi | |
| features: | |
| - name: sentence | |
| dtype: string | |
| - name: discourse_mode | |
| dtype: string | |
| - name: story_number | |
| dtype: int32 | |
| - name: id | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 1672117 | |
| num_examples: 7974 | |
| - name: validation | |
| num_bytes: 211195 | |
| num_examples: 997 | |
| - name: test | |
| num_bytes: 210183 | |
| num_examples: 997 | |
| download_size: 1048441 | |
| dataset_size: 2093495 | |
| - config_name: sna.bn | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': kolkata | |
| '1': state | |
| '2': national | |
| '3': sports | |
| '4': entertainment | |
| '5': international | |
| splits: | |
| - name: train | |
| num_bytes: 46070046 | |
| num_examples: 11284 | |
| - name: validation | |
| num_bytes: 5648126 | |
| num_examples: 1411 | |
| - name: test | |
| num_bytes: 5799979 | |
| num_examples: 1411 | |
| download_size: 21415940 | |
| dataset_size: 57518151 | |
| - config_name: wiki-ner.as | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 375007 | |
| num_examples: 1021 | |
| - name: validation | |
| num_bytes: 49336 | |
| num_examples: 157 | |
| - name: test | |
| num_bytes: 50480 | |
| num_examples: 160 | |
| download_size: 5980272 | |
| dataset_size: 474823 | |
| - config_name: wiki-ner.bn | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 7502896 | |
| num_examples: 20223 | |
| - name: validation | |
| num_bytes: 988707 | |
| num_examples: 2985 | |
| - name: test | |
| num_bytes: 985965 | |
| num_examples: 2690 | |
| download_size: 5980272 | |
| dataset_size: 9477568 | |
| - config_name: wiki-ner.gu | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 1571612 | |
| num_examples: 2343 | |
| - name: validation | |
| num_bytes: 192828 | |
| num_examples: 297 | |
| - name: test | |
| num_bytes: 197901 | |
| num_examples: 255 | |
| download_size: 5980272 | |
| dataset_size: 1962341 | |
| - config_name: wiki-ner.hi | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 3762529 | |
| num_examples: 9463 | |
| - name: validation | |
| num_bytes: 468702 | |
| num_examples: 1114 | |
| - name: test | |
| num_bytes: 475277 | |
| num_examples: 1256 | |
| download_size: 5980272 | |
| dataset_size: 4706508 | |
| - config_name: wiki-ner.kn | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 1352051 | |
| num_examples: 2679 | |
| - name: validation | |
| num_bytes: 179562 | |
| num_examples: 412 | |
| - name: test | |
| num_bytes: 180815 | |
| num_examples: 476 | |
| download_size: 5980272 | |
| dataset_size: 1712428 | |
| - config_name: wiki-ner.ml | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 7678935 | |
| num_examples: 15620 | |
| - name: validation | |
| num_bytes: 969971 | |
| num_examples: 2067 | |
| - name: test | |
| num_bytes: 991126 | |
| num_examples: 2042 | |
| download_size: 5980272 | |
| dataset_size: 9640032 | |
| - config_name: wiki-ner.mr | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 5431537 | |
| num_examples: 12151 | |
| - name: validation | |
| num_bytes: 701661 | |
| num_examples: 1498 | |
| - name: test | |
| num_bytes: 655706 | |
| num_examples: 1329 | |
| download_size: 5980272 | |
| dataset_size: 6788904 | |
| - config_name: wiki-ner.or | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 493782 | |
| num_examples: 1077 | |
| - name: validation | |
| num_bytes: 58592 | |
| num_examples: 132 | |
| - name: test | |
| num_bytes: 62235 | |
| num_examples: 153 | |
| download_size: 5980272 | |
| dataset_size: 614609 | |
| - config_name: wiki-ner.pa | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 520268 | |
| num_examples: 1408 | |
| - name: validation | |
| num_bytes: 61194 | |
| num_examples: 186 | |
| - name: test | |
| num_bytes: 61812 | |
| num_examples: 179 | |
| download_size: 5980272 | |
| dataset_size: 643274 | |
| - config_name: wiki-ner.ta | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 10117152 | |
| num_examples: 20466 | |
| - name: validation | |
| num_bytes: 1267212 | |
| num_examples: 2586 | |
| - name: test | |
| num_bytes: 1321650 | |
| num_examples: 2611 | |
| download_size: 5980272 | |
| dataset_size: 12706014 | |
| - config_name: wiki-ner.te | |
| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': B-LOC | |
| '1': B-ORG | |
| '2': B-PER | |
| '3': I-LOC | |
| '4': I-ORG | |
| '5': I-PER | |
| '6': O | |
| - name: additional_info | |
| sequence: | |
| sequence: string | |
| splits: | |
| - name: train | |
| num_bytes: 3881235 | |
| num_examples: 7978 | |
| - name: validation | |
| num_bytes: 458533 | |
| num_examples: 841 | |
| - name: test | |
| num_bytes: 507830 | |
| num_examples: 1110 | |
| download_size: 5980272 | |
| dataset_size: 4847598 | |
| - config_name: wnli.en | |
| features: | |
| - name: hypothesis | |
| dtype: string | |
| - name: premise | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': not_entailment | |
| '1': entailment | |
| '2': None | |
| splits: | |
| - name: train | |
| num_bytes: 104569 | |
| num_examples: 635 | |
| - name: validation | |
| num_bytes: 11878 | |
| num_examples: 71 | |
| - name: test | |
| num_bytes: 37297 | |
| num_examples: 146 | |
| download_size: 57667 | |
| dataset_size: 153744 | |
| - config_name: wnli.gu | |
| features: | |
| - name: hypothesis | |
| dtype: string | |
| - name: premise | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': not_entailment | |
| '1': entailment | |
| '2': None | |
| splits: | |
| - name: train | |
| num_bytes: 251554 | |
| num_examples: 635 | |
| - name: validation | |
| num_bytes: 28175 | |
| num_examples: 71 | |
| - name: test | |
| num_bytes: 94578 | |
| num_examples: 146 | |
| download_size: 98032 | |
| dataset_size: 374307 | |
| - config_name: wnli.hi | |
| features: | |
| - name: hypothesis | |
| dtype: string | |
| - name: premise | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': not_entailment | |
| '1': entailment | |
| '2': None | |
| splits: | |
| - name: train | |
| num_bytes: 253334 | |
| num_examples: 635 | |
| - name: validation | |
| num_bytes: 28676 | |
| num_examples: 71 | |
| - name: test | |
| num_bytes: 90823 | |
| num_examples: 146 | |
| download_size: 99450 | |
| dataset_size: 372833 | |
| - config_name: wnli.mr | |
| features: | |
| - name: hypothesis | |
| dtype: string | |
| - name: premise | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': not_entailment | |
| '1': entailment | |
| '2': None | |
| splits: | |
| - name: train | |
| num_bytes: 256649 | |
| num_examples: 635 | |
| - name: validation | |
| num_bytes: 29218 | |
| num_examples: 71 | |
| - name: test | |
| num_bytes: 97128 | |
| num_examples: 146 | |
| download_size: 103774 | |
| dataset_size: 382995 | |
| - config_name: wstp.as | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 13581336 | |
| num_examples: 5000 | |
| - name: validation | |
| num_bytes: 1698968 | |
| num_examples: 625 | |
| - name: test | |
| num_bytes: 1697650 | |
| num_examples: 626 | |
| download_size: 6959458 | |
| dataset_size: 16977954 | |
| - config_name: wstp.bn | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 143340457 | |
| num_examples: 47580 | |
| - name: validation | |
| num_bytes: 17759236 | |
| num_examples: 5947 | |
| - name: test | |
| num_bytes: 17633865 | |
| num_examples: 5948 | |
| download_size: 69145372 | |
| dataset_size: 178733558 | |
| - config_name: wstp.gu | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 39353464 | |
| num_examples: 10004 | |
| - name: validation | |
| num_bytes: 4887752 | |
| num_examples: 1251 | |
| - name: test | |
| num_bytes: 4699158 | |
| num_examples: 1251 | |
| download_size: 19763249 | |
| dataset_size: 48940374 | |
| - config_name: wstp.hi | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 158529578 | |
| num_examples: 44069 | |
| - name: validation | |
| num_bytes: 19371904 | |
| num_examples: 5509 | |
| - name: test | |
| num_bytes: 19593001 | |
| num_examples: 5509 | |
| download_size: 77868574 | |
| dataset_size: 197494483 | |
| - config_name: wstp.kn | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 139950313 | |
| num_examples: 35379 | |
| - name: validation | |
| num_bytes: 17789782 | |
| num_examples: 4422 | |
| - name: test | |
| num_bytes: 17897031 | |
| num_examples: 4423 | |
| download_size: 67719504 | |
| dataset_size: 175637126 | |
| - config_name: wstp.ml | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 88360588 | |
| num_examples: 27527 | |
| - name: validation | |
| num_bytes: 11193368 | |
| num_examples: 3441 | |
| - name: test | |
| num_bytes: 11150942 | |
| num_examples: 3441 | |
| download_size: 242008091 | |
| dataset_size: 110704898 | |
| - config_name: wstp.mr | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 28302397 | |
| num_examples: 10446 | |
| - name: validation | |
| num_bytes: 3328826 | |
| num_examples: 1306 | |
| - name: test | |
| num_bytes: 3631712 | |
| num_examples: 1306 | |
| download_size: 242008091 | |
| dataset_size: 35262935 | |
| - config_name: wstp.or | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 10900034 | |
| num_examples: 4015 | |
| - name: validation | |
| num_bytes: 1264963 | |
| num_examples: 502 | |
| - name: test | |
| num_bytes: 1344680 | |
| num_examples: 502 | |
| download_size: 242008091 | |
| dataset_size: 13509677 | |
| - config_name: wstp.pa | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 22189758 | |
| num_examples: 8772 | |
| - name: validation | |
| num_bytes: 2789214 | |
| num_examples: 1097 | |
| - name: test | |
| num_bytes: 2685795 | |
| num_examples: 1097 | |
| download_size: 242008091 | |
| dataset_size: 27664767 | |
| - config_name: wstp.ta | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 151929358 | |
| num_examples: 48940 | |
| - name: validation | |
| num_bytes: 18817195 | |
| num_examples: 6117 | |
| - name: test | |
| num_bytes: 18815099 | |
| num_examples: 6118 | |
| download_size: 242008091 | |
| dataset_size: 189561652 | |
| - config_name: wstp.te | |
| features: | |
| - name: sectionText | |
| dtype: string | |
| - name: correctTitle | |
| dtype: string | |
| - name: titleA | |
| dtype: string | |
| - name: titleB | |
| dtype: string | |
| - name: titleC | |
| dtype: string | |
| - name: titleD | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 151696915 | |
| num_examples: 80000 | |
| - name: validation | |
| num_bytes: 19003197 | |
| num_examples: 10000 | |
| - name: test | |
| num_bytes: 18991941 | |
| num_examples: 10000 | |
| download_size: 242008091 | |
| dataset_size: 189692053 | |
| configs: | |
| - config_name: copa.en | |
| data_files: | |
| - split: train | |
| path: copa.en/train-* | |
| - split: validation | |
| path: copa.en/validation-* | |
| - split: test | |
| path: copa.en/test-* | |
| - config_name: copa.gu | |
| data_files: | |
| - split: train | |
| path: copa.gu/train-* | |
| - split: validation | |
| path: copa.gu/validation-* | |
| - split: test | |
| path: copa.gu/test-* | |
| - config_name: copa.hi | |
| data_files: | |
| - split: train | |
| path: copa.hi/train-* | |
| - split: validation | |
| path: copa.hi/validation-* | |
| - split: test | |
| path: copa.hi/test-* | |
| - config_name: copa.mr | |
| data_files: | |
| - split: train | |
| path: copa.mr/train-* | |
| - split: validation | |
| path: copa.mr/validation-* | |
| - split: test | |
| path: copa.mr/test-* | |
| - config_name: csqa.as | |
| data_files: | |
| - split: test | |
| path: csqa.as/test-* | |
| - config_name: csqa.bn | |
| data_files: | |
| - split: test | |
| path: csqa.bn/test-* | |
| - config_name: csqa.gu | |
| data_files: | |
| - split: test | |
| path: csqa.gu/test-* | |
| - config_name: csqa.hi | |
| data_files: | |
| - split: test | |
| path: csqa.hi/test-* | |
| - config_name: csqa.kn | |
| data_files: | |
| - split: test | |
| path: csqa.kn/test-* | |
| - config_name: csqa.ml | |
| data_files: | |
| - split: test | |
| path: csqa.ml/test-* | |
| - config_name: csqa.mr | |
| data_files: | |
| - split: test | |
| path: csqa.mr/test-* | |
| - config_name: csqa.or | |
| data_files: | |
| - split: test | |
| path: csqa.or/test-* | |
| - config_name: csqa.pa | |
| data_files: | |
| - split: test | |
| path: csqa.pa/test-* | |
| - config_name: csqa.ta | |
| data_files: | |
| - split: test | |
| path: csqa.ta/test-* | |
| - config_name: csqa.te | |
| data_files: | |
| - split: test | |
| path: csqa.te/test-* | |
| - config_name: sna.bn | |
| data_files: | |
| - split: train | |
| path: sna.bn/train-* | |
| - split: validation | |
| path: sna.bn/validation-* | |
| - split: test | |
| path: sna.bn/test-* | |
| - config_name: wnli.en | |
| data_files: | |
| - split: train | |
| path: wnli.en/train-* | |
| - split: validation | |
| path: wnli.en/validation-* | |
| - split: test | |
| path: wnli.en/test-* | |
| - config_name: wnli.gu | |
| data_files: | |
| - split: train | |
| path: wnli.gu/train-* | |
| - split: validation | |
| path: wnli.gu/validation-* | |
| - split: test | |
| path: wnli.gu/test-* | |
| - config_name: wnli.hi | |
| data_files: | |
| - split: train | |
| path: wnli.hi/train-* | |
| - split: validation | |
| path: wnli.hi/validation-* | |
| - split: test | |
| path: wnli.hi/test-* | |
| - config_name: wnli.mr | |
| data_files: | |
| - split: train | |
| path: wnli.mr/train-* | |
| - split: validation | |
| path: wnli.mr/validation-* | |
| - split: test | |
| path: wnli.mr/test-* | |
| - config_name: wstp.as | |
| data_files: | |
| - split: train | |
| path: wstp.as/train-* | |
| - split: validation | |
| path: wstp.as/validation-* | |
| - split: test | |
| path: wstp.as/test-* | |
| - config_name: wstp.bn | |
| data_files: | |
| - split: train | |
| path: wstp.bn/train-* | |
| - split: validation | |
| path: wstp.bn/validation-* | |
| - split: test | |
| path: wstp.bn/test-* | |
| - config_name: wstp.gu | |
| data_files: | |
| - split: train | |
| path: wstp.gu/train-* | |
| - split: validation | |
| path: wstp.gu/validation-* | |
| - split: test | |
| path: wstp.gu/test-* | |
| - config_name: wstp.hi | |
| data_files: | |
| - split: train | |
| path: wstp.hi/train-* | |
| - split: validation | |
| path: wstp.hi/validation-* | |
| - split: test | |
| path: wstp.hi/test-* | |
| - config_name: wstp.kn | |
| data_files: | |
| - split: train | |
| path: wstp.kn/train-* | |
| - split: validation | |
| path: wstp.kn/validation-* | |
| - split: test | |
| path: wstp.kn/test-* | |
| # Dataset Card for "indic_glue" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Homepage:** https://ai4bharat.iitm.ac.in/indic-glue | |
| - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Paper:** [IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages](https://aclanthology.org/2020.findings-emnlp.445/) | |
| - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Size of downloaded dataset files:** 3.51 GB | |
| - **Size of the generated dataset:** 1.65 GB | |
| - **Total amount of disk used:** 5.16 GB | |
| ### Dataset Summary | |
| IndicGLUE is a natural language understanding benchmark for Indian languages. It contains a wide | |
| variety of tasks and covers 11 major Indian languages - as, bn, gu, hi, kn, ml, mr, or, pa, ta, te. | |
| The Winograd Schema Challenge (Levesque et al., 2011) is a reading comprehension task | |
| in which a system must read a sentence with a pronoun and select the referent of that pronoun from | |
| a list of choices. The examples are manually constructed to foil simple statistical methods: Each | |
| one is contingent on contextual information provided by a single word or phrase in the sentence. | |
| To convert the problem into sentence pair classification, we construct sentence pairs by replacing | |
| the ambiguous pronoun with each possible referent. The task is to predict if the sentence with the | |
| pronoun substituted is entailed by the original sentence. We use a small evaluation set consisting of | |
| new examples derived from fiction books that was shared privately by the authors of the original | |
| corpus. While the included training set is balanced between two classes, the test set is imbalanced | |
| between them (65% not entailment). Also, due to a data quirk, the development set is adversarial: | |
| hypotheses are sometimes shared between training and development examples, so if a model memorizes the | |
| training examples, they will predict the wrong label on corresponding development set | |
| example. As with QNLI, each example is evaluated separately, so there is not a systematic correspondence | |
| between a model's score on this task and its score on the unconverted original task. We | |
| call converted dataset WNLI (Winograd NLI). This dataset is translated and publicly released for 3 | |
| Indian languages by AI4Bharat. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Languages | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Dataset Structure | |
| ### Data Instances | |
| #### actsa-sc.te | |
| - **Size of downloaded dataset files:** 0.38 MB | |
| - **Size of the generated dataset:** 1.71 MB | |
| - **Total amount of disk used:** 2.09 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "label": 0, | |
| "text": "\"ప్రయాణాల్లో ఉన్నవారికోసం బస్ స్టేషన్లు, రైల్వే స్టేషన్లలో పల్స్పోలియో బూతులను ఏర్పాటు చేసి చిన్నారులకు పోలియో చుక్కలు వేసేలా ఏర..." | |
| } | |
| ``` | |
| #### bbca.hi | |
| - **Size of downloaded dataset files:** 5.77 MB | |
| - **Size of the generated dataset:** 27.63 MB | |
| - **Total amount of disk used:** 33.40 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "label": "pakistan", | |
| "text": "\"नेटिजन यानि इंटरनेट पर सक्रिय नागरिक अब ट्विटर पर सरकार द्वारा लगाए प्रतिबंधों के समर्थन या विरोध में अपने विचार व्यक्त करते है..." | |
| } | |
| ``` | |
| #### copa.en | |
| - **Size of downloaded dataset files:** 0.75 MB | |
| - **Size of the generated dataset:** 0.12 MB | |
| - **Total amount of disk used:** 0.87 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| { | |
| "choice1": "I swept the floor in the unoccupied room.", | |
| "choice2": "I shut off the light in the unoccupied room.", | |
| "label": 1, | |
| "premise": "I wanted to conserve energy.", | |
| "question": "effect" | |
| } | |
| ``` | |
| #### copa.gu | |
| - **Size of downloaded dataset files:** 0.75 MB | |
| - **Size of the generated dataset:** 0.23 MB | |
| - **Total amount of disk used:** 0.99 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "choice1": "\"સ્ત્રી જાણતી હતી કે તેનો મિત્ર મુશ્કેલ સમયમાંથી પસાર થઈ રહ્યો છે.\"...", | |
| "choice2": "\"મહિલાને લાગ્યું કે તેના મિત્રએ તેની દયાળુ લાભ લીધો છે.\"...", | |
| "label": 0, | |
| "premise": "મહિલાએ તેના મિત્રની મુશ્કેલ વર્તન સહન કરી.", | |
| "question": "cause" | |
| } | |
| ``` | |
| #### copa.hi | |
| - **Size of downloaded dataset files:** 0.75 MB | |
| - **Size of the generated dataset:** 0.23 MB | |
| - **Total amount of disk used:** 0.99 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| { | |
| "choice1": "मैंने उसका प्रस्ताव ठुकरा दिया।", | |
| "choice2": "उन्होंने मुझे उत्पाद खरीदने के लिए राजी किया।", | |
| "label": 0, | |
| "premise": "मैंने सेल्समैन की पिच पर शक किया।", | |
| "question": "effect" | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### actsa-sc.te | |
| - `text`: a `string` feature. | |
| - `label`: a classification label, with possible values including `positive` (0), `negative` (1). | |
| #### bbca.hi | |
| - `label`: a `string` feature. | |
| - `text`: a `string` feature. | |
| #### copa.en | |
| - `premise`: a `string` feature. | |
| - `choice1`: a `string` feature. | |
| - `choice2`: a `string` feature. | |
| - `question`: a `string` feature. | |
| - `label`: a `int32` feature. | |
| #### copa.gu | |
| - `premise`: a `string` feature. | |
| - `choice1`: a `string` feature. | |
| - `choice2`: a `string` feature. | |
| - `question`: a `string` feature. | |
| - `label`: a `int32` feature. | |
| #### copa.hi | |
| - `premise`: a `string` feature. | |
| - `choice1`: a `string` feature. | |
| - `choice2`: a `string` feature. | |
| - `question`: a `string` feature. | |
| - `label`: a `int32` feature. | |
| ### Data Splits | |
| #### actsa-sc.te | |
| | |train|validation|test| | |
| |-----------|----:|---------:|---:| | |
| |actsa-sc.te| 4328| 541| 541| | |
| #### bbca.hi | |
| | |train|test| | |
| |-------|----:|---:| | |
| |bbca.hi| 3467| 866| | |
| #### copa.en | |
| | |train|validation|test| | |
| |-------|----:|---------:|---:| | |
| |copa.en| 400| 100| 500| | |
| #### copa.gu | |
| | |train|validation|test| | |
| |-------|----:|---------:|---:| | |
| |copa.gu| 362| 88| 448| | |
| #### copa.hi | |
| | |train|validation|test| | |
| |-------|----:|---------:|---:| | |
| |copa.hi| 362| 88| 449| | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the source language producers? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the annotators? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Personal and Sensitive Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Discussion of Biases | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Other Known Limitations | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Licensing Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Citation Information | |
| ``` | |
| @inproceedings{kakwani-etal-2020-indicnlpsuite, | |
| title = "{I}ndic{NLPS}uite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for {I}ndian Languages", | |
| author = "Kakwani, Divyanshu and | |
| Kunchukuttan, Anoop and | |
| Golla, Satish and | |
| N.C., Gokul and | |
| Bhattacharyya, Avik and | |
| Khapra, Mitesh M. and | |
| Kumar, Pratyush", | |
| booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2020", | |
| month = nov, | |
| year = "2020", | |
| address = "Online", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://aclanthology.org/2020.findings-emnlp.445", | |
| doi = "10.18653/v1/2020.findings-emnlp.445", | |
| pages = "4948--4961", | |
| } | |
| @inproceedings{Levesque2011TheWS, | |
| title={The Winograd Schema Challenge}, | |
| author={H. Levesque and E. Davis and L. Morgenstern}, | |
| booktitle={KR}, | |
| year={2011} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@sumanthd17](https://github.com/sumanthd17) for adding this dataset. |