LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition.
Mingyi LiuZhiying TuTong ZhangTonghua SuXiaofei XuZhongjie WangPublished in: Neural Process. Lett. (2022)
Keyphrases
- learning strategies
- named entity recognition
- conditional random fields
- information extraction
- named entities
- natural language processing
- maximum entropy
- sequence labeling
- online learning
- text summarization
- semi supervised
- active learning
- relation extraction
- graphical models
- probabilistic model
- annotated corpus
- higher order
- text mining
- markov random field
- proper names
- crf model
- pairwise
- classifier ensemble
- question answering
- maximum entropy classifier
- training set
- machine learning
- feature extraction