FBK-NLP at NEEL-IT: Active Learning for Domain Adaptation.
Anne-Lyse MinardMohammed Refat Hamouda QwaiderBernardo MagniniPublished in: CLiC-it/EVALITA (2016)
Keyphrases
- domain adaptation
- active learning
- labeled data
- semi supervised
- transfer learning
- natural language processing
- unlabeled data
- semi supervised learning
- target domain
- machine learning
- supervised learning
- sentiment classification
- multiple sources
- information extraction
- training examples
- natural language
- cross domain
- covariate shift
- training set
- co training
- manifold alignment
- sentiment analysis
- pos tagging
- question answering
- machine translation
- learning tasks
- text mining
- pos taggers
- test data
- text classification
- learning algorithm
- named entities
- word sense disambiguation
- document classification
- test cases
- knowledge transfer
- wordnet
- prior knowledge
- pairwise
- learning environment
- information retrieval