Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts.
Dave Van VeenCara Van UdenLouis BlankemeierJean-Benoit DelbrouckAsad AaliChristian BluethgenAnuj PareekMalgorzata PolacinWilliam CollinsNeera AhujaCurtis P. LanglotzJason HomSergios GatidisJohn M. PaulyAkshay S. ChaudhariPublished in: CoRR (2023)
Keyphrases
- human experts
- language model
- text summarization
- query expansion
- language modeling
- information extraction
- n gram
- natural language processing
- named entity recognition
- probabilistic model
- information retrieval
- document retrieval
- retrieval model
- question answering
- post processing
- test collection
- multi document summarization
- context sensitive
- document structure
- classification rules
- relevant documents
- domain experts
- document level
- search engine
- vector space model
- document representation
- conditional random fields
- knowledge acquisition
- relevance model
- expert systems
- similarity measure