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 to Label

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)

Citation

@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},
}