A Survey on RAG Meets LLMs: Towards Retrieval-Augmented Large Language Models.
Yujuan DingWenqi FanLiangbo NingShijie WangHengyun LiDawei YinTat-Seng ChuaQing LiPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- ad hoc information retrieval
- information retrieval
- language modeling
- language models for information retrieval
- smoothing methods
- query terms
- document ranking
- statistical language models
- document length
- probabilistic model
- relevance model
- cross language retrieval
- n gram
- language modelling
- speech recognition
- query generation
- query specific
- okapi bm
- retrieval effectiveness
- term dependencies
- passage retrieval
- ir models
- pseudo relevance feedback
- vector space model
- retrieval framework
- document level
- information retrieval systems
- retrieval systems
- statistical language modeling
- probabilistic retrieval models
- term frequency
- out of vocabulary
- text retrieval
- pseudo feedback
- image retrieval
- inter document similarities
- average precision
- context sensitive
- document collections
- image database
- term weighting
- retrieval process
- term proximity
- language modeling approaches
- language model for information retrieval