Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets.
Rui WangTong YuJunda WuHandong ZhaoSungchul KimRuiyi ZhangSubrata MitraRicardo HenaoPublished in: ACL (Findings) (2023)
Keyphrases
- named entity recognition
- domain adaptation
- semi supervised
- information extraction
- named entities
- natural language processing
- labeled data
- text summarization
- maximum entropy
- semi supervised learning
- unlabeled data
- cross domain
- conditional random fields
- multiple sources
- co training
- supervised learning
- pos taggers
- sentiment classification
- pos tagging
- unsupervised learning
- active learning
- pairwise
- bayesian networks
- transfer learning
- test data
- general purpose
- document classification
- information retrieval
- question answering
- data sources
- target domain
- databases