| --- |
| 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: |
| - 10K<n<100K |
| license: cc-by-sa-4.0 |
| --- |
| # RED<sup>FM</sup>: 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 |
|
|
| RED<sup>FM</sup> 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/). |