Shifting Attention to Relevance: Towards the Uncertainty Estimation of Large Language Models.
Jinhao DuanHao ChengShiqi WangChenan WangAlex ZavalnyRenjing XuBhavya KailkhuraKaidi XuPublished in: CoRR (2023)
Keyphrases
- language model
- test collection
- language modeling
- information retrieval
- relevance model
- document ranking
- n gram
- speech recognition
- probabilistic model
- okapi bm
- retrieval model
- language modelling
- statistical language modeling
- query expansion
- document retrieval
- context sensitive
- language models for information retrieval
- statistical language models
- mixture model
- language modeling framework
- document length
- vector space model
- translation model
- retrieval effectiveness
- probabilistic retrieval models
- language model for information retrieval
- smoothing methods
- relevance feedback
- improve retrieval effectiveness
- ad hoc information retrieval
- information retrieval systems
- text mining
- relevance judgments
- pseudo relevance feedback