Sentence-Level Aspect-Based Sentiment Analysis for Classifying Adverse Drug Reactions (ADRs) Using Hybrid Ontology-XLNet Transfer Learning.
Asmaa Hashem SweidanNashwa El-BendaryHaytham Al-FeelPublished in: IEEE Access (2021)
Keyphrases
- transfer learning
- sentence level
- sentiment analysis
- adverse drug reactions
- text classification
- sentiment classification
- text mining
- positive or negative
- signal detection
- cross domain
- learning tasks
- opinion mining
- labeled data
- knowledge transfer
- machine learning
- active learning
- collaborative filtering
- text categorization
- reinforcement learning
- domain specific
- product reviews
- knowledge representation
- product features
- natural language processing
- semi supervised learning
- cross lingual
- information retrieval
- adverse drug reaction
- knn
- unlabeled data
- learning algorithm
- machine learning algorithms
- data sets