Bidirectional LSTM-CRF for Named Entity Recognition.
Rrubaa PanchendrarajanAravindh AmaresanPublished in: PACLIC (2018)
Keyphrases
- named entity recognition
- conditional random fields
- information extraction
- natural language processing
- named entities
- recurrent neural networks
- sequence labeling
- crf model
- maximum entropy
- hand coded
- probabilistic model
- graphical models
- hidden markov models
- semi supervised
- higher order
- relation extraction
- text summarization
- proper names
- classifier ensemble
- markov random field
- pairwise
- annotated corpus
- structured prediction
- information retrieval
- maximum entropy classifier
- data sets
- generative model
- expectation maximization
- high dimensional
- reinforcement learning
- bayesian networks
- knowledge base