Named Entity Recognition with stack residual LSTM and trainable bias decoding.
Quan TranAndrew MacKinlayAntonio Jimeno-YepesPublished in: CoRR (2017)
Keyphrases
- named entity recognition
- information extraction
- named entities
- natural language processing
- conditional random fields
- maximum entropy
- text summarization
- semi supervised
- sequence labeling
- hand coded
- recurrent neural networks
- relation extraction
- annotated corpus
- text mining
- proper names
- classifier ensemble
- chinese named entity recognition
- hidden markov models
- co occurrence
- graphical models
- data analysis
- natural language
- training data
- machine learning