Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models.
Renat AksitovChung-Ching ChangDavid ReitterSiamak ShakeriYun-Hsuan SungPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- query expansion
- language modeling
- information retrieval
- language models for information retrieval
- ad hoc information retrieval
- statistical language models
- cross language retrieval
- document ranking
- document length
- smoothing methods
- query generation
- language modelling
- relevance model
- query terms
- probabilistic model
- n gram
- passage retrieval
- retrieval effectiveness
- speech recognition
- text retrieval
- query specific
- document level
- information retrieval systems
- pseudo feedback
- retrieval process
- okapi bm
- ir models
- term weighting
- pseudo relevance feedback
- retrieval systems
- term dependencies
- probabilistic retrieval models
- relevance feedback
- sentence retrieval
- vector space model
- context sensitive
- relevance assessments
- language model for information retrieval
- statistical language modeling
- image database
- out of vocabulary
- relevant documents
- cross lingual
- retrieval method
- term frequency
- expert finding