Preprocessed version of NYT11.
Each relational triple is formatted as follows:
rtext : relation type
em1 : source entity mention
em2 : target entity mention
tags : the proposed entity annotation scheme for the sentence
0 : $O$ non-entity
1 : $S_I$ inside of a source entity
2 : $T_I$ inside of a target entity
3 : $O_I$ inside of not-concerned entity
4 : $S_B$ begin of a source entity
5 : $T_B$ begin of a target entity
6 : $O_B$ begin of not-concerned entity
Variants: NYT11-HRL
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Relation Extraction | HRL | Revisiting the Negative Data of … | 2021-05-21 |
| Relation Extraction | RERE | Revisiting the Negative Data of … | 2021-05-21 |
| Relation Extraction | ReRe (exact) | Revisiting the Negative Data of … | 2021-05-21 |
| Relation Extraction | TPLinker | TPLinker: Single-stage Joint Extraction of … | 2020-10-26 |
| Relation Extraction | TPLinker | TPLinker: Single-stage Joint Extraction of … | 2020-10-26 |
| Relation Extraction | CasRel | A Novel Cascade Binary Tagging … | 2019-09-07 |
| Relation Extraction | CasRel (exact) | A Novel Cascade Binary Tagging … | 2019-09-07 |
| Relation Extraction | HRL | A Hierarchical Framework for Relation … | 2018-11-09 |
| Relation Extraction | NovelTagging | Joint Extraction of Entities and … | 2017-06-07 |
| Relation Extraction | Cotype | CoType: Joint Extraction of Typed … | 2016-10-27 |
| Relation Extraction | SPTree | End-to-End Relation Extraction using LSTMs … | 2016-01-05 |
Recent papers with results on this dataset: