Revisiting the Old Kitchen Sink: Do we Need Sentiment Domain Adaptation?
Riham MansourNesma RefaeiMichael GamonAhmed Abdul-HamidKhaled SamiPublished in: RANLP (2013)
Keyphrases
- domain adaptation
- sentiment classification
- sentiment analysis
- cross domain
- text classification
- opinion mining
- sentence level
- multiple sources
- covariate shift
- cross lingual
- document level
- manifold alignment
- document classification
- test data
- text categorization
- target domain
- unlabeled data
- labeled data
- unsupervised learning
- text mining
- natural language processing