Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models.
Yuheng HuangJiayang SongZhijie WangHuaming ChenLei MaPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- n gram
- query expansion
- document retrieval
- probabilistic model
- speech recognition
- retrieval model
- statistical language models
- information retrieval
- language models for information retrieval
- language modelling
- test collection
- uncertain data
- smoothing methods
- context sensitive
- pseudo relevance feedback
- document ranking
- vector space model
- translation model
- okapi bm
- ad hoc information retrieval
- language model for information retrieval
- machine learning