Boosting Named Entity Recognition with Neural Character Embeddings.
Cícero Nogueira dos SantosVictor GuimarãesPublished in: NEWS@ACL (2015)
Keyphrases
- named entity recognition
- information extraction
- named entities
- natural language processing
- maximum entropy
- conditional random fields
- text summarization
- semi supervised
- annotated corpus
- relation extraction
- sequence labeling
- classifier ensemble
- feature selection
- graphical models
- dimensionality reduction
- ensemble methods
- ensemble learning
- weak classifiers
- proper names
- named entity recognizer
- data mining
- chinese named entity recognition
- co occurrence
- prior knowledge
- information retrieval
- machine learning