Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations.
Yijia LiuYue ZhangWanxiang CheTing LiuFan WuPublished in: EMNLP (2014)
Keyphrases
- domain adaptation
- pos tagging
- chinese word segmentation
- conditional random fields
- multiple sources
- cross domain
- labeled data
- target domain
- semi supervised
- sentiment classification
- semi supervised learning
- pairwise
- information extraction
- document classification
- co training
- test data
- transfer learning
- part of speech
- word segmentation
- prior knowledge
- training data