Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA.
Xi ChenMingKe YouLi WangWeiZhi LiuYu FuJie XuShaoting ZhangGang ChenKang LiJian LiPublished in: CoRR (2024)
Keyphrases
- language model
- domain specific
- language modeling
- n gram
- probabilistic model
- retrieval model
- information retrieval
- document retrieval
- language modelling
- query expansion
- speech recognition
- statistical language models
- information management
- test collection
- language models for information retrieval
- language model for information retrieval
- ad hoc information retrieval
- pseudo relevance feedback
- context sensitive
- translation model
- smoothing methods
- query terms
- vector space model
- okapi bm
- retrieval effectiveness
- relevance model
- query specific
- document length