Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition.
Anh Le TheMikhail Y. ArkhipovMikhail S. BurtsevPublished in: CoRR (2017)
Keyphrases
- named entity recognition
- conditional random fields
- crf model
- sequence labeling
- information extraction
- named entities
- natural language processing
- maximum entropy
- probabilistic model
- text summarization
- higher order
- classifier ensemble
- long range
- hidden markov models
- expert systems
- information retrieval
- semi supervised
- object recognition
- natural language