A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition.
Lilia SimeonovaKiril Ivanov SimovPetya OsenovaPreslav NakovPublished in: CoRR (2019)
Keyphrases
- named entity recognition
- conditional random fields
- crf model
- sequence labeling
- information extraction
- maximum entropy
- graphical models
- markov random field
- hidden markov models
- random fields
- long range
- higher order
- generative model
- relation extraction
- probabilistic model
- pairwise
- text summarization
- annotated corpus
- maximum entropy classifier
- structured prediction
- named entities
- superpixels
- expert systems
- computer vision
- classifier ensemble
- machine learning
- bayesian networks