Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition.
Xin ZhangGuangwei XuYueheng SunMeishan ZhangPengjun XiePublished in: ACL/IJCNLP (1) (2021)
Keyphrases
- training data
- domain adaptation
- supervised learning
- named entity recognition
- labeled data
- target domain
- test data
- prior knowledge
- semi supervised learning
- data sets
- information extraction
- semi supervised
- named entities
- unsupervised learning
- natural language processing
- class labels
- transfer learning
- learning process
- multiple sources
- text summarization
- covariate shift
- knowledge transfer
- maximum likelihood
- general purpose
- information retrieval