Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning.
Xinghua ZhangBowen YuTingwen LiuZhenyu ZhangJiawei ShengMengge XueHongbo XuPublished in: CoRR (2021)
Keyphrases
- named entity recognition
- denoising
- learning algorithm
- hand coded
- supervised learning
- semi supervised
- information extraction
- named entities
- active learning
- reinforcement learning
- maximum entropy
- unsupervised learning
- conditional random fields
- learning process
- prior knowledge
- natural language processing
- image processing
- feature selection
- data sets