--- dataset_info: - config_name: ar features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 659105981 num_examples: 499568 - name: test num_bytes: 9015516 num_examples: 4387 - name: validation num_bytes: 7406509 num_examples: 3783 download_size: 3651950669 dataset_size: 675528006 - config_name: ca features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 406179567 num_examples: 294856 - name: test num_bytes: 5378789 num_examples: 2541 - name: validation num_bytes: 3136722 num_examples: 1532 download_size: 1513026644 dataset_size: 414695078 - config_name: de features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 1288274676 num_examples: 1049967 - name: test num_bytes: 10773087 num_examples: 5649 - name: validation num_bytes: 8955886 num_examples: 4994 download_size: 4521091910 dataset_size: 1308003649 - config_name: el features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 133497910 num_examples: 64221 - name: test num_bytes: 2364826 num_examples: 861 - name: validation num_bytes: 1836092 num_examples: 668 download_size: 579372781 dataset_size: 137698828 - config_name: en features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 3555107736 num_examples: 2701389 - name: test num_bytes: 13160183 num_examples: 6685 - name: validation num_bytes: 27692074 num_examples: 13236 download_size: 11914987368 dataset_size: 3595959993 - config_name: es features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 888914515 num_examples: 702785 - name: test num_bytes: 16076382 num_examples: 8561 - name: validation num_bytes: 4621760 num_examples: 2177 download_size: 3570403740 dataset_size: 909612657 - config_name: fr features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 768697146 num_examples: 870448 - name: test num_bytes: 5937745 num_examples: 3883 - name: validation num_bytes: 3233262 num_examples: 2079 download_size: 3269522484 dataset_size: 777868153 - config_name: hi features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 96926984 num_examples: 51900 - name: test num_bytes: 1340091 num_examples: 374 - name: validation num_bytes: 1222098 num_examples: 405 download_size: 385810623 dataset_size: 99489173 - config_name: it features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 436879977 num_examples: 432076 - name: test num_bytes: 3798221 num_examples: 2175 - name: validation num_bytes: 2230995 num_examples: 1276 download_size: 1685172398 dataset_size: 442909193 - config_name: ja features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 708617436 num_examples: 480785 - name: test num_bytes: 7802066 num_examples: 3392 - name: validation num_bytes: 6990637 num_examples: 3106 download_size: 3186065351 dataset_size: 723410139 - config_name: ko features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 266381416 num_examples: 213659 - name: test num_bytes: 1736809 num_examples: 803 - name: validation num_bytes: 1857229 num_examples: 917 download_size: 1119778167 dataset_size: 269975454 - config_name: nl features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 695855128 num_examples: 648029 - name: test num_bytes: 5186584 num_examples: 2715 - name: validation num_bytes: 4188877 num_examples: 2188 download_size: 2591997126 dataset_size: 705230589 - config_name: pl features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 877441685 num_examples: 675688 - name: test num_bytes: 11475559 num_examples: 6376 - name: validation num_bytes: 6618989 num_examples: 3476 download_size: 3365852789 dataset_size: 895536233 - config_name: pt features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 584986936 num_examples: 469347 - name: test num_bytes: 8678707 num_examples: 4313 - name: validation num_bytes: 5807293 num_examples: 2973 download_size: 2347987926 dataset_size: 599472936 - config_name: ru features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 604993210 num_examples: 339697 - name: test num_bytes: 5941158 num_examples: 2296 - name: validation num_bytes: 5352859 num_examples: 2107 download_size: 2754576893 dataset_size: 616287227 - config_name: sv features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 1822863623 num_examples: 1742082 - name: test num_bytes: 13002356 num_examples: 7531 - name: validation num_bytes: 5136097 num_examples: 2987 download_size: 6790489020 dataset_size: 1841002076 - config_name: vi features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 300641174 num_examples: 260010 - name: test num_bytes: 4304795 num_examples: 1824 - name: validation num_bytes: 3402120 num_examples: 1461 download_size: 1301938106 dataset_size: 308348089 - config_name: zh features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 449085696 num_examples: 369249 - name: test num_bytes: 5260974 num_examples: 2667 - name: validation num_bytes: 3511103 num_examples: 1816 download_size: 2440525684 dataset_size: 457857773 - config_name: all_languages features: - name: docid dtype: string - name: title dtype: string - name: uri dtype: string - name: lan dtype: string - name: text dtype: string - name: entities list: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: relations list: - name: subject dtype: int32 - name: predicate dtype: string - name: object dtype: int32 splits: - name: train num_bytes: 14615645332 num_examples: 11865756 - name: test num_bytes: 131636046 num_examples: 67033 - name: validation num_bytes: 103507688 num_examples: 51181 download_size: 56989165879 dataset_size: 14850789066 task_categories: - token-classification language: - ar - ca - de - el - en - es - fr - hi - it - ja - ko - nl - pl - pt - ru - sv - vi - zh size_categories: - 10MFM: a Filtered and Multilingual Relation Extraction Dataset This is the automatically-filtered dataset from the 2023 ACL paper [RED^{FM}: a Filtered and Multilingual Relation Extraction Dataset](https://arxiv.org/abs/2306.09802). If you use the model, please reference this work in your paper: @inproceedings{huguet-cabot-et-al-2023-redfm-dataset, title = "RED$^{\rm FM}$: a Filtered and Multilingual Relation Extraction Dataset", author = "Huguet Cabot, Pere-Llu{\'\i}s and Tedeschi, Simone and Ngonga Ngomo, Axel-Cyrille and Navigli, Roberto", booktitle = "Proc. of the 61st Annual Meeting of the Association for Computational Linguistics: ACL 2023", month = jul, year = "2023", address = "Toronto, Canada", publisher = "Association for Computational Linguistics", url = "https://arxiv.org/abs/2306.09802", } ## License SREDFM is licensed under the CC BY-SA 4.0 license. The text of the license can be found [here](https://creativecommons.org/licenses/by-sa/4.0/).