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