UBENCH: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions.
Xunzhi WangZhuowei ZhangQiongyu LiGaonan ChenMengting HuZhiyu LiBitong LuoHang GaoZhixin HanHaotian WangPublished in: CoRR (2024)
Keyphrases
- language model
- multiple choice questions
- language modeling
- probabilistic model
- n gram
- document retrieval
- retrieval model
- speech recognition
- language modelling
- information retrieval
- query expansion
- test collection
- context sensitive
- language models for information retrieval
- statistical language models
- multiple choice
- correct answers
- pseudo relevance feedback
- uncertain data
- document ranking
- vector space model
- ad hoc information retrieval
- smoothing methods
- statistical language modeling
- learning styles
- search engine