EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition.
Yang LiuJinpeng HuZhihong ChenXiang WanTsung-Hui ChangPublished in: AAAI (2023)
Keyphrases
- named entity recognition
- named entities
- active learning
- semi supervised
- information extraction
- named entity recognizer
- natural language processing
- named entity disambiguation
- question answering
- co occurrence
- relation extraction
- hand coded
- text mining
- sequence labeling
- machine learning
- text summarization
- labeled data
- chinese named entity recognition
- learning algorithm
- annotated corpus
- maximum entropy
- unsupervised learning
- supervised learning
- conditional random fields
- noun phrases
- training set
- expert systems
- maximum entropy classifier
- automatic extraction
- classifier ensemble
- wordnet
- proper names
- relevance feedback