Tailoring Large Language Models to Radiology: A Preliminary Approach to LLM Adaptation for a Highly Specialized Domain.
Zhengliang LiuAoxiao ZhongYiwei LiLongtao YangChao JuZihao WuChong MaPeng ShuCheng ChenSekeun KimHaixing DaiLin ZhaoDajiang ZhuJun LiuWei LiuDinggang ShenQuanzheng LiTianming LiuXiang LiPublished in: MLMI@MICCAI (1) (2023)
Keyphrases
- language model
- highly specialized
- language modeling
- probabilistic model
- n gram
- document retrieval
- language modelling
- information retrieval
- statistical language models
- speech recognition
- retrieval model
- context sensitive
- test collection
- query terms
- smoothing methods
- language model for information retrieval
- cross lingual
- keywords
- pseudo relevance feedback
- translation model
- document ranking
- vector space model
- query expansion
- query specific
- error rate
- language modeling framework