A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition.
Lilia SimeonovaKiril SimovPetya OsenovaPreslav NakovPublished in: RANLP (2019)
Keyphrases
- named entity recognition
- conditional random fields
- crf model
- sequence labeling
- information extraction
- graphical models
- hidden markov models
- maximum entropy
- long range
- probabilistic model
- higher order
- text summarization
- markov random field
- random fields
- annotated corpus
- generative model
- classifier ensemble
- pairwise
- structured prediction
- superpixels
- named entities
- relation extraction
- belief propagation
- natural language processing
- segmentation method
- query expansion
- learning process