ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees.
Zhiyuan WangJinhao DuanLu ChengYue ZhangQingni WangHengtao ShenXiaofeng ZhuXiaoshuang ShiKaidi XuPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- document retrieval
- language modelling
- query expansion
- retrieval model
- speech recognition
- test collection
- uncertain data
- ad hoc information retrieval
- information retrieval
- context sensitive
- language models for information retrieval
- statistical language models
- vector space model
- relevance model
- smoothing methods
- language model for information retrieval
- document length
- decision trees
- pseudo relevance feedback
- query terms
- language modeling approaches
- search engine