Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition.
Xin ZhangGuangwei XuYueheng SunMeishan ZhangPengjun XiePublished in: CoRR (2021)
Keyphrases
- domain adaptation
- named entity recognition
- named entities
- reinforcement learning
- multiple sources
- natural language processing
- covariate shift
- learning process
- information extraction
- graphical models
- semi supervised
- transfer learning
- text mining
- cross domain
- conditional random fields
- semi supervised learning
- unsupervised learning
- data sets
- supervised learning
- high dimensional
- pairwise
- decision trees
- learning algorithm