Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models.
Mingda LiXinyu LiYifan ChenWenfeng XuanWeinan ZhangPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- language models for information retrieval
- query expansion
- language modeling
- ad hoc information retrieval
- information retrieval
- smoothing methods
- statistical language models
- query terms
- cross language retrieval
- probabilistic model
- document ranking
- document length
- speech recognition
- n gram
- retrieval effectiveness
- language modelling
- query generation
- relevance model
- okapi bm
- passage retrieval
- ir models
- retrieval framework
- context sensitive
- pseudo relevance feedback
- statistical language modeling
- image database
- query specific
- term dependencies
- average precision
- out of vocabulary
- text retrieval
- language model for information retrieval
- pseudo feedback
- relevant documents
- document level
- vector space model
- web search
- retrieval systems
- inter document similarities
- translation model
- sentence retrieval
- retrieval process
- term weighting