--- 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 struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: predicate dtype: class_label: names: '0': country '1': place of birth '2': spouse '3': country of citizenship '4': instance of '5': capital '6': child '7': shares border with '8': author '9': director '10': occupation '11': founded by '12': league '13': owned by '14': genre '15': named after '16': follows '17': headquarters location '18': cast member '19': manufacturer '20': located in or next to body of water '21': location '22': part of '23': mouth of the watercourse '24': member of '25': sport '26': characters '27': participant '28': notable work '29': replaces '30': sibling '31': inception - name: object struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 splits: - name: test num_bytes: 521806 num_examples: 345 - name: validation num_bytes: 577499 num_examples: 385 download_size: 3458539 dataset_size: 1099305 - 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 struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: predicate dtype: class_label: names: '0': country '1': place of birth '2': spouse '3': country of citizenship '4': instance of '5': capital '6': child '7': shares border with '8': author '9': director '10': occupation '11': founded by '12': league '13': owned by '14': genre '15': named after '16': follows '17': headquarters location '18': cast member '19': manufacturer '20': located in or next to body of water '21': location '22': part of '23': mouth of the watercourse '24': member of '25': sport '26': characters '27': participant '28': notable work '29': replaces '30': sibling '31': inception - name: object struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 splits: - name: train num_bytes: 2455615 num_examples: 2071 - name: test num_bytes: 334212 num_examples: 285 - name: validation num_bytes: 310862 num_examples: 252 download_size: 8072481 dataset_size: 3100689 - 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 struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: predicate dtype: class_label: names: '0': country '1': place of birth '2': spouse '3': country of citizenship '4': instance of '5': capital '6': child '7': shares border with '8': author '9': director '10': occupation '11': founded by '12': league '13': owned by '14': genre '15': named after '16': follows '17': headquarters location '18': cast member '19': manufacturer '20': located in or next to body of water '21': location '22': part of '23': mouth of the watercourse '24': member of '25': sport '26': characters '27': participant '28': notable work '29': replaces '30': sibling '31': inception - name: object struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 splits: - name: train num_bytes: 4387657 num_examples: 2878 - name: test num_bytes: 654376 num_examples: 446 - name: validation num_bytes: 617141 num_examples: 449 download_size: 13616716 dataset_size: 5659174 - 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 struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: predicate dtype: class_label: names: '0': country '1': place of birth '2': spouse '3': country of citizenship '4': instance of '5': capital '6': child '7': shares border with '8': author '9': director '10': occupation '11': founded by '12': league '13': owned by '14': genre '15': named after '16': follows '17': headquarters location '18': cast member '19': manufacturer '20': located in or next to body of water '21': location '22': part of '23': mouth of the watercourse '24': member of '25': sport '26': characters '27': participant '28': notable work '29': replaces '30': sibling '31': inception - name: object struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 splits: - name: train num_bytes: 2452744 num_examples: 1866 - name: test num_bytes: 345782 num_examples: 281 - name: validation num_bytes: 299692 num_examples: 228 download_size: 7825400 dataset_size: 3098218 - 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 struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: predicate dtype: class_label: names: '0': country '1': place of birth '2': spouse '3': country of citizenship '4': instance of '5': capital '6': child '7': shares border with '8': author '9': director '10': occupation '11': founded by '12': league '13': owned by '14': genre '15': named after '16': follows '17': headquarters location '18': cast member '19': manufacturer '20': located in or next to body of water '21': location '22': part of '23': mouth of the watercourse '24': member of '25': sport '26': characters '27': participant '28': notable work '29': replaces '30': sibling '31': inception - name: object struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 splits: - name: train num_bytes: 2280992 num_examples: 1865 - name: test num_bytes: 427990 num_examples: 415 - name: validation num_bytes: 429165 num_examples: 416 download_size: 8257363 dataset_size: 3138147 - 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 struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: predicate dtype: class_label: names: '0': country '1': place of birth '2': spouse '3': country of citizenship '4': instance of '5': capital '6': child '7': shares border with '8': author '9': director '10': occupation '11': founded by '12': league '13': owned by '14': genre '15': named after '16': follows '17': headquarters location '18': cast member '19': manufacturer '20': located in or next to body of water '21': location '22': part of '23': mouth of the watercourse '24': member of '25': sport '26': characters '27': participant '28': notable work '29': replaces '30': sibling '31': inception - name: object struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 splits: - name: train num_bytes: 1918310 num_examples: 1657 - name: test num_bytes: 489445 num_examples: 509 - name: validation num_bytes: 485557 num_examples: 521 download_size: 7537265 dataset_size: 2893312 - 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 struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: predicate dtype: class_label: names: '0': country '1': place of birth '2': spouse '3': country of citizenship '4': instance of '5': capital '6': child '7': shares border with '8': author '9': director '10': occupation '11': founded by '12': league '13': owned by '14': genre '15': named after '16': follows '17': headquarters location '18': cast member '19': manufacturer '20': located in or next to body of water '21': location '22': part of '23': mouth of the watercourse '24': member of '25': sport '26': characters '27': participant '28': notable work '29': replaces '30': sibling '31': inception - name: object struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 splits: - name: test num_bytes: 311905 num_examples: 270 - name: validation num_bytes: 364077 num_examples: 307 download_size: 1952982 dataset_size: 675982 - 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 struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 - name: predicate dtype: class_label: names: '0': country '1': place of birth '2': spouse '3': country of citizenship '4': instance of '5': capital '6': child '7': shares border with '8': author '9': director '10': occupation '11': founded by '12': league '13': owned by '14': genre '15': named after '16': follows '17': headquarters location '18': cast member '19': manufacturer '20': located in or next to body of water '21': location '22': part of '23': mouth of the watercourse '24': member of '25': sport '26': characters '27': participant '28': notable work '29': replaces '30': sibling '31': inception - name: object struct: - name: uri dtype: string - name: surfaceform dtype: string - name: type dtype: string - name: start dtype: int32 - name: end dtype: int32 splits: - name: train num_bytes: 13557340 num_examples: 10337 - name: test num_bytes: 3100822 num_examples: 2551 - name: validation num_bytes: 3099341 num_examples: 2558 download_size: 50720746 dataset_size: 19757503 task_categories: - token-classification language: - ar - de - en - es - it - fr - zh size_categories: - 10KFM: a Filtered and Multilingual Relation Extraction Dataset This is the human-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 REDFM 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/).