Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning.
Hassan AlhuzaliSophia AnaniadouPublished in: BioNLP@ACL (2019)
Keyphrases
- sentiment analysis
- transfer learning
- text classification
- sentiment classification
- labeled data
- opinion mining
- learning tasks
- knowledge transfer
- machine learning
- cross domain
- text categorization
- text mining
- feature selection
- domain adaptation
- machine learning algorithms
- sentence level
- cross domain learning
- support vector machine
- reinforcement learning
- label information
- decision trees
- data mining
- multi label
- active learning
- multi task
- collective classification
- product features
- structure learning
- unsupervised learning
- cross lingual
- training set
- class labels
- natural language processing
- real world
- support vector
- transfer knowledge
- learning algorithm
- artificial intelligence
- association rules
- collaborative filtering