Datasets:
crows_pairs

- {"crows_pairs": {"description": "CrowS-Pairs, a challenge dataset for measuring the degree to which U.S. stereotypical biases present in the masked language models (MLMs).\n", "citation": "@inproceedings{nangia2020crows,\n title = \"{CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models}\",\n author = \"Nangia, Nikita and\n Vania, Clara and\n Bhalerao, Rasika and\n Bowman, Samuel R.\",\n booktitle = \"Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing\",\n month = nov,\n year = \"2020\",\n address = \"Online\",\n publisher = \"Association for Computational Linguistics\"\n}\n", "homepage": "https://github.com/nyu-mll/crows-pairs", "license": "", "features": {"id": {"dtype": "int32", "id": null, "_type": "Value"}, "sent_more": {"dtype": "string", "id": null, "_type": "Value"}, "sent_less": {"dtype": "string", "id": null, "_type": "Value"}, "stereo_antistereo": {"num_classes": 2, "names": ["stereo", "antistereo"], "names_file": null, "id": null, "_type": "ClassLabel"}, "bias_type": {"num_classes": 9, "names": ["race-color", "socioeconomic", "gender", "disability", "nationality", "sexual-orientation", "physical-appearance", "religion", "age"], "names_file": null, "id": null, "_type": "ClassLabel"}, "annotations": {"feature": {"feature": {"num_classes": 9, "names": ["race-color", "socioeconomic", "gender", "disability", "nationality", "sexual-orientation", "physical-appearance", "religion", "age"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "length": -1, "id": null, "_type": "Sequence"}, "anon_writer": {"dtype": "string", "id": null, "_type": "Value"}, "anon_annotators": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "crows_pairs", "config_name": "crows_pairs", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"test": {"name": "test", "num_bytes": 419976, "num_examples": 1508, "dataset_name": "crows_pairs"}}, "download_checksums": {"https://raw.githubusercontent.com/nyu-mll/crows-pairs/master/data/crows_pairs_anonymized.csv": {"num_bytes": 437764, "checksum": "dfb36986ce0502abbaf7055b9176da3d08d48e07df1251991b5dfbcbceab9d0c"}}, "download_size": 437764, "post_processing_size": null, "dataset_size": 419976, "size_in_bytes": 857740}}