A Deep Learning Based Named Entity Recognition Approach for Adverse Drug Events Identification and Extraction in Health Social Media.
Long XiaG. Alan WangWeiguo FanPublished in: ICSH (2017)
Keyphrases
- named entity recognition
- deep learning
- information extraction
- social media
- adverse drug reactions
- named entities
- natural language processing
- machine learning
- unsupervised learning
- text summarization
- semi supervised
- weakly supervised
- relation extraction
- conditional random fields
- maximum entropy
- question answering
- information retrieval
- text mining
- mental models
- pairwise
- co occurrence
- data analysis
- natural language
- prior knowledge
- pattern recognition
- artificial intelligence