Localizing in-domain adaptation of transformer-based biomedical language models.
Tommaso Mario BuonocoreClaudio CremaAlberto RedolfiRiccardo BellazziEnea ParimbelliPublished in: J. Biomed. Informatics (2023)
Keyphrases
- domain adaptation
- language model
- language modeling
- n gram
- document retrieval
- probabilistic model
- multiple sources
- retrieval model
- query expansion
- information retrieval
- cross domain
- test collection
- information extraction
- labeled data
- semi supervised learning
- transfer learning
- semi supervised
- pseudo relevance feedback
- unlabeled data
- co training
- text mining
- sentiment classification
- relevance model
- document level
- target domain
- document classification
- decision trees
- supervised learning
- knowledge discovery
- training set
- similarity measure