|
--- |
|
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/). |
