RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models.
Dave Van VeenCara Van UdenMaayane AttiasAnuj PareekChristian BluethgenMalgorzata PolacinWah ChiuJean-Benoit DelbrouckJuan Manuel Zambrano ChavesCurtis P. LanglotzAkshay S. ChaudhariJohn M. PaulyPublished in: CoRR (2023)
Keyphrases
- lightweight
- language model
- domain adaptation
- language modeling
- document retrieval
- n gram
- probabilistic model
- multiple sources
- cross domain
- retrieval model
- sentiment classification
- semi supervised
- labeled data
- information retrieval
- query expansion
- test collection
- semi supervised learning
- transfer learning
- test data
- target domain
- document level
- document classification
- wireless sensor networks
- relevance model
- training data
- pseudo relevance feedback
- search engine
- machine learning
- data mining