Learning under Covariate Shift for Domain Adaptation for Word Sense Disambiguation.
Hiroyuki ShinnouMinoru SasakiKanako KomiyaPublished in: PACLIC (2015)
Keyphrases
- covariate shift
- domain adaptation
- word sense disambiguation
- model selection
- semi supervised learning
- multiple sources
- natural language processing
- labeled data
- supervised learning
- information extraction
- data generation
- semi supervised
- wordnet
- feature generation
- transfer learning
- unlabeled data
- cross domain
- learning problems
- cross validation
- learning algorithm
- training data
- machine translation
- test data
- document classification
- active learning
- learning process
- web pages
- search engine