Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models.
Jinhao DuanHao ChengShiqi WangAlex ZavalnyChenan WangRenjing XuBhavya KailkhuraKaidi XuPublished in: ACL (1) (2024)
Keyphrases
- free form
- language model
- test collection
- information retrieval
- language modeling
- relevance model
- document ranking
- probabilistic model
- document retrieval
- n gram
- statistical language modeling
- okapi bm
- retrieval model
- language modelling
- statistical language models
- complex scenes
- speech recognition
- document length
- query expansion
- context sensitive
- smoothing methods
- vector space model
- language models for information retrieval
- probabilistic retrieval models
- language model for information retrieval
- pseudo relevance feedback
- query terms
- language modeling framework
- term proximity
- ad hoc information retrieval
- relevant documents
- query specific
- retrieved documents
- retrieval effectiveness
- text retrieval
- free form surfaces
- information retrieval systems
- relevance feedback
- spoken term detection
- computer vision