Towards Expert-Level Medical Question Answering with Large Language Models.
Karan SinghalTao TuJuraj GottweisRory SayresEllery WulczynLe HouKevin ClarkStephen PfohlHeather Cole-LewisDarlene NealMike SchaekermannAmy WangMohamed AminSami LachgarPhilip Andrew MansfieldSushant PrakashBradley GreenEwa DominowskaBlaise Agüera y ArcasNenad TomasevYun LiuRenee WongChristopher SemtursS. Sara MahdaviJoelle K. BarralDale R. WebsterGregory S. CorradoYossi MatiasShekoofeh AziziAlan KarthikesalingamVivek NatarajanPublished in: CoRR (2023)
Keyphrases
- question answering
- language model
- passage retrieval
- information retrieval
- language modeling
- document retrieval
- n gram
- sentence retrieval
- probabilistic model
- speech recognition
- retrieval model
- question classification
- natural language processing
- cross language
- question answering systems
- query expansion
- information extraction
- natural language
- pseudo relevance feedback
- qa systems
- translation model
- test collection
- query terms
- named entities
- relevance model
- semantic roles
- audio visual
- image retrieval