Putting hands to rest: efficient deep CNN-RNN architecture for chemical named entity recognition with no hand-crafted rules.
Ilia KorvigoMaxim HolmatovAnatolii ZaikovskiiMikhail SkoblovPublished in: J. Cheminformatics (2018)
Keyphrases
- named entity recognition
- hand crafted
- linguistic features
- natural language processing
- information extraction
- named entities
- deep learning
- text summarization
- maximum entropy
- semi supervised
- conditional random fields
- semantic role labeling
- wordnet
- association rules
- domain independent
- relation extraction
- data mining
- text mining
- object recognition
- natural language
- keywords
- bayesian networks
- artificial intelligence