FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition.
Linyi YangLifan YuanLeyang CuiWenyang GaoYue ZhangPublished in: COLING (2022)
Keyphrases
- cross domain
- named entity recognition
- information extraction
- named entities
- natural language processing
- sentiment classification
- domain adaptation
- text summarization
- transfer learning
- semi supervised
- multiple domains
- knowledge transfer
- text categorization
- maximum entropy
- conditional random fields
- target domain
- co occurrence
- annotated corpus
- supervised learning
- generative model
- e government
- multiple sources
- knowledge management
- higher order
- high dimensional
- training set
- knowledge base
- feature selection
- machine learning