Do Models Learn the Directionality of Relations? A New Evaluation Task: Relation Direction Recognition
This paper introduces a new evaluation task: Relation Direction Recognition (RDR).
You can find the paper here
| ID | Label |
|---|---|
| 0 | Other |
| 1 | Message-Topic(e1,e2) |
| 2 | Message-Topic(e2,e1) |
| 3 | Product-Producer(e1,e2) |
| 4 | Product-Producer(e2,e1) |
| 5 | Instrument-Agency(e1,e2) |
| 6 | Instrument-Agency(e2,e1) |
| 7 | Entity-Destination(e1,e2) |
| 8 | Entity-Destination(e2,e1) |
| 9 | Cause-Effect(e1,e2) |
| 10 | Cause-Effect(e2,e1) |
| 11 | Component-Whole(e1,e2) |
| 12 | Component-Whole(e2,e1) |
| 13 | Entity-Origin(e1,e2) |
| 14 | Entity-Origin(e2,e1) |
| 15 | Member-Collection(e1,e2) |
| 16 | Member-Collection(e2,e1) |
| 17 | Content-Container(e1,e2) |
| 18 | Content-Container(e2,e1) |
@article{lyu-etal-2021-do,
author = {Shengfei Lyu and Xingyu Wu and Jinlong Li and Qiuju Chen and Huanhuan Chen},
title = {Do Models Learn the Directionality of Relations? {A} New Evaluation Task: Relation Direction Recognition},
journal = {CoRR},
volume = {abs/2105.09045},
year = {2021},
url = {https://arxiv.org/abs/2105.09045},
eprinttype = {arXiv},
eprint = {2105.09045},
}
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