BrambleXu / knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.
MIT License
736 stars 120 forks source link

NAACL-2019/06-Exploiting Noisy Data in Distant Supervision Relation Classification #219

Open BrambleXu opened 5 years ago

BrambleXu commented 5 years ago

一句话总结:

针对DS noise,用强化学习来辨别 correctly labeled data and incorrectly labeled data. 用半监督的方式,训练一个relation分类器,把correctly labeled data当做标记的数据,而把incorrectly labeled data当做未标记的数据。

问题: 提案: 具体做法: 效果:

资源:

论文信息:

笔记:

image

模型图:

image

结果

接下来要看的论文