Exploring Modular Task Decomposition in Cross-domain Named Entity Recognition.
Xinghua ZhangBowen YuYubin WangTingwen LiuTaoyu SuHongbo XuPublished in: SIGIR (2022)
Keyphrases
- cross domain
- named entity recognition
- information extraction
- named entities
- natural language processing
- semi supervised
- text summarization
- maximum entropy
- domain adaptation
- conditional random fields
- knowledge transfer
- sentiment classification
- transfer learning
- annotated corpus
- text categorization
- named entity disambiguation
- maximum entropy classifier
- data sets
- target domain
- knn
- active learning
- decision trees
- information retrieval
- data mining