Evaluating large language models on medical evidence summarization.
Liyan TangZhaoyi SunBetina Ross S. IdnayJordan G. NestorAli SoroushPierre A. EliasZiyang XuYing DingGreg DurrettJustin F. RousseauChunhua WengYifan PengPublished in: npj Digit. Medicine (2023)
Keyphrases
- language model
- language modeling
- n gram
- document retrieval
- probabilistic model
- test collection
- retrieval model
- language modelling
- information retrieval
- speech recognition
- context sensitive
- query expansion
- pseudo relevance feedback
- statistical language models
- query terms
- document ranking
- vector space model
- ad hoc information retrieval
- language models for information retrieval
- multi document summarization
- passage retrieval
- smoothing methods
- improve retrieval effectiveness
- translation model
- okapi bm
- language model for information retrieval