Datasets:
few_rel

- {"default": {"description": "FewRel is a large-scale few-shot relation extraction dataset, which contains more than one hundred relations and tens of thousands of annotated instances cross different domains.\n", "citation": "@inproceedings{han-etal-2018-fewrel,\n title = \"{F}ew{R}el: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation\",\n author = \"Han, Xu and Zhu, Hao and Yu, Pengfei and Wang, Ziyun and Yao, Yuan and Liu, Zhiyuan and Sun, Maosong\",\n booktitle = \"Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing\",\n month = oct # \"-\" # nov,\n year = \"2018\",\n address = \"Brussels, Belgium\",\n publisher = \"Association for Computational Linguistics\",\n url = \"https://www.aclweb.org/anthology/D18-1514\",\n doi = \"10.18653/v1/D18-1514\",\n pages = \"4803--4809\"\n}\n\n@inproceedings{gao-etal-2019-fewrel,\n title = \"{F}ew{R}el 2.0: Towards More Challenging Few-Shot Relation Classification\",\n author = \"Gao, Tianyu and Han, Xu and Zhu, Hao and Liu, Zhiyuan and Li, Peng and Sun, Maosong and Zhou, Jie\",\n booktitle = \"Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)\",\n month = nov,\n year = \"2019\",\n address = \"Hong Kong, China\",\n publisher = \"Association for Computational Linguistics\",\n url = \"https://www.aclweb.org/anthology/D19-1649\",\n doi = \"10.18653/v1/D19-1649\",\n pages = \"6251--6256\"\n}\n", "homepage": "https://thunlp.github.io/", "license": "https://raw.githubusercontent.com/thunlp/FewRel/master/LICENSE", "features": {"relation": {"dtype": "string", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "head": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "type": {"dtype": "string", "id": null, "_type": "Value"}, "indices": {"feature": {"feature": {"dtype": "int64", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "length": -1, "id": null, "_type": "Sequence"}}, "tail": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "type": {"dtype": "string", "id": null, "_type": "Value"}, "indices": {"feature": {"feature": {"dtype": "int64", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "length": -1, "id": null, "_type": "Sequence"}}, "names": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "few_rel", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train_wiki": {"name": "train_wiki", "num_bytes": 19923155, "num_examples": 44800, "dataset_name": "few_rel"}, "val_nyt": {"name": "val_nyt", "num_bytes": 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extraction dataset, which contains more than one hundred relations and tens of thousands of annotated instances cross different domains.\n", "citation": "@inproceedings{han-etal-2018-fewrel,\n title = \"{F}ew{R}el: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation\",\n author = \"Han, Xu and Zhu, Hao and Yu, Pengfei and Wang, Ziyun and Yao, Yuan and Liu, Zhiyuan and Sun, Maosong\",\n booktitle = \"Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing\",\n month = oct # \"-\" # nov,\n year = \"2018\",\n address = \"Brussels, Belgium\",\n publisher = \"Association for Computational Linguistics\",\n url = \"https://www.aclweb.org/anthology/D18-1514\",\n doi = \"10.18653/v1/D18-1514\",\n pages = \"4803--4809\"\n}\n\n@inproceedings{gao-etal-2019-fewrel,\n title = \"{F}ew{R}el 2.0: Towards More Challenging Few-Shot Relation Classification\",\n author = \"Gao, Tianyu and Han, Xu and Zhu, Hao and Liu, Zhiyuan and 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