Deep learning with word embeddings improves biomedical named entity recognition.
Maryam HabibiLeon WeberMariana L. NevesDavid Luis WiegandtUlf LeserPublished in: Bioinform. (2017)
Keyphrases
- deep learning
- named entity recognition
- information extraction
- named entities
- natural language processing
- machine learning
- weakly supervised
- unsupervised learning
- relation extraction
- named entity recognizer
- text summarization
- word sense disambiguation
- maximum entropy
- semi supervised
- co occurrence
- conditional random fields
- text mining
- maximum entropy classifier
- annotated corpus
- mental models
- question answering
- n gram
- natural language
- higher order
- probabilistic model
- artificial intelligence
- wordnet
- domain specific
- pairwise
- pattern recognition