ACL(WS)-2022-What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification

[BrambleXu]

Summary:

一片综述型文章。主要着点于cross-dataset, cross-domain。研究显示，标注中的差异会显著影响关系分类的性能，接色儿为什么cross-dataset的评分下降。

Resource:

• What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification
• Kaleidophon/deep-significance
• [paper-with-code](

Paper information:

• Author:
• Dataset: DWIE, DocRED, FewRel, FewRel 2.0
• keywords:

Notes:

只有两个是multiingual的数据集

上一篇文章就是调整了顺序，先确定关系，再找entity

Model Graph:

Result:：

本研究主要针对SemEval-2018 SCIERC这两个数据集。

Thoughts:

Next Reading: