NSRL: Named Entity Recognition with Noisy Labels via Selective Review Learning.
Xiusheng HuangYubo ChenKang LiuYuantao XieWeijian SunJun ZhaoPublished in: CCKS (2021)
Keyphrases
- named entity recognition
- hand coded
- natural language processing
- information extraction
- named entities
- semi supervised
- active learning
- prior knowledge
- hidden markov models
- reinforcement learning
- training data
- databases
- training set
- knowledge discovery
- data sets
- supervised learning
- higher order
- domain specific
- conditional random fields
- learning algorithm
- maximum entropy
- machine learning
- weakly supervised