Noise Reduction Learning Based on XLNet-CRF for Biomedical Named Entity Recognition.
Zhaoying ChaiHan JinShenghui ShiSiyan ZhanLin ZhuoYu YangQi LianPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2023)
Keyphrases
- named entity recognition
- noise reduction
- information extraction
- hand coded
- conditional random fields
- named entities
- learning process
- reinforcement learning
- edge preserving
- prior knowledge
- natural language processing
- learning algorithm
- signal to noise ratio
- maximum entropy
- text mining
- edge detection
- co occurrence
- semi supervised
- knowledge representation
- hidden markov models
- active learning
- feature space
- crf model
- information retrieval