Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task.
Zihao WuLu ZhangChao CaoXiaowei YuHaixing DaiChong MaZhengliang LiuLin ZhaoGang LiWei LiuQuanzheng LiDinggang ShenXiang LiDajiang ZhuTianming LiuPublished in: CoRR (2023)
Keyphrases
- language model
- probabilistic model
- trade off
- language modeling
- statistical language models
- n gram
- fine tuned
- domain specific
- language modelling
- smoothing methods
- translation model
- query expansion
- speech recognition
- document retrieval
- relevance model
- statistical models
- context sensitive
- information retrieval
- language modeling framework
- statistical language modeling
- vector space model
- statistical model
- test collection
- error rate
- search engine