Dependency-Guided LSTM-CRF for Named Entity Recognition.
Zhanming JieWei LuPublished in: EMNLP/IJCNLP (1) (2019)
Keyphrases
- named entity recognition
- conditional random fields
- information extraction
- natural language processing
- named entities
- maximum entropy
- sequence labeling
- text summarization
- recurrent neural networks
- semi supervised
- relation extraction
- hidden markov models
- graphical models
- markov random field
- classifier ensemble
- hand coded
- pairwise
- crf model
- annotated corpus
- generative model
- higher order
- structured prediction
- information retrieval
- data sets
- data mining
- probabilistic model
- superpixels
- image segmentation
- artificial intelligence
- proper names
- maximum entropy classifier