Semi-Supervised Bidirectional Long Short-Term Memory and Conditional Random Fields Model for Named-Entity Recognition Using Embeddings from Language Models Representations.
Min ZhangGuohua GengJing ChenPublished in: Entropy (2020)
Keyphrases
- probabilistic model
- conditional random fields
- language model
- named entity recognition
- semi supervised
- graphical models
- crf model
- named entities
- contextual features
- relevance model
- language modeling
- co occurrence
- information extraction
- prior knowledge
- machine learning
- n gram
- active learning
- artificial intelligence
- information retrieval
- hidden markov models
- semi supervised learning
- maximum entropy
- bayesian networks
- neural network