Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning.
Xinghua ZhangBowen YuTingwen LiuZhenyu ZhangJiawei ShengMengge XueHongbo XuPublished in: EMNLP (1) (2021)
Keyphrases
- named entity recognition
- denoising
- learning algorithm
- hand coded
- information extraction
- natural language processing
- semi supervised
- supervised learning
- reinforcement learning
- learning process
- prior knowledge
- unsupervised learning
- data sets
- active learning
- conditional random fields
- sequence labeling
- expert systems
- information retrieval