Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning.
Xinghua ZhangBowen YuTingwen LiuZhenyu ZhangJiawei ShengMengge XueHongbo XuPublished in: EMNLP (Findings) (2021)
Keyphrases
- named entity recognition
- hand coded
- learning algorithm
- denoising
- supervised learning
- learning process
- information extraction
- semi supervised
- natural language processing
- named entities
- reinforcement learning
- computer vision
- active learning
- maximum entropy
- data mining
- domain specific
- conditional random fields
- weakly supervised