Instance-Based Domain Adaptation in NLP via In-Target-Domain Logistic Approximation.
Rui XiaJianfei YuFeng XuShumei WangPublished in: AAAI (2014)
Keyphrases
- domain adaptation
- target domain
- source domain
- cross domain
- transfer learning
- labeled data
- natural language processing
- training data
- multiple sources
- semi supervised learning
- semi supervised
- training samples
- knn
- unlabeled data
- text mining
- domain specific
- document classification
- information extraction
- test data
- concept space
- sentiment classification
- natural language
- co training
- transfer knowledge
- knowledge transfer
- similarity measure
- information retrieval
- error rate
- supervised learning
- prior knowledge
- databases