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 ChaudhariJohn M. PaulyPublished in: BioNLP@ACL (2023)
Keyphrases
- lightweight
- language model
- domain adaptation
- language modeling
- probabilistic model
- document retrieval
- semi supervised
- n gram
- retrieval model
- multiple sources
- labeled data
- information retrieval
- cross domain
- query expansion
- sentiment classification
- target domain
- relevance model
- semi supervised learning
- test data
- document classification
- test collection
- transfer learning
- wireless sensor networks
- pseudo relevance feedback
- co training
- high dimensional
- training data
- data mining