Keyphrase Identification with a Limited Labeled Dataset Using Deep Active Learning and Domain Adaptation.
Rohan GoliNina HubigHua MinYang GongDean F. SittigDavid RobinsonPaul G. BiondichAdam WrightChristian NøhrTim LawArild FaxvaagRonald GimbelLior RennertXia JingPublished in: AMIA (2022)
Keyphrases
- domain adaptation
- active learning
- labeled data
- semi supervised
- transfer learning
- supervised learning
- labeled examples
- semi supervised learning
- unlabeled data
- labeled training data
- multiple sources
- target domain
- training data
- test data
- covariate shift
- cross domain
- training set
- co training
- training examples
- unsupervised learning
- document classification
- learning algorithm
- decision trees
- sentiment classification
- machine learning
- test cases
- text classification
- learning process
- reinforcement learning
- information retrieval
- databases