Reducing the Need for Manual Annotated Datasets in Aspect Sentiment Classification by Transfer Learning and Weak-Supervision.
Ermelinda OroMassimo RuffoloFrancesco VisalliPublished in: ICAART (Revised Selected Papers) (2020)
Keyphrases
- transfer learning
- sentiment classification
- cross domain
- cross domain text classification
- text classification
- domain adaptation
- opinion summarization
- cross lingual
- learning tasks
- knowledge transfer
- sentiment analysis
- labeled data
- target domain
- text categorization
- machine learning
- opinion mining
- active learning
- reinforcement learning
- semi supervised learning
- collaborative filtering
- transfer knowledge
- multi task
- data sets
- machine learning algorithms
- unlabeled data
- product reviews
- text mining
- sentiment polarity
- supervised learning
- knowledge discovery
- similarity measure
- feature extraction
- artificial intelligence
- learning algorithm
- data mining