A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models.
Wenqi FanYujuan DingLiangbo NingShijie WangHengyun LiDawei YinTat-Seng ChuaQing LiPublished in: KDD (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- language models for information retrieval
- test collection
- ad hoc information retrieval
- query expansion
- language modeling
- information retrieval
- statistical language models
- query terms
- cross language retrieval
- document ranking
- smoothing methods
- n gram
- relevance model
- document length
- query generation
- probabilistic model
- speech recognition
- passage retrieval
- language modelling
- document level
- query specific
- retrieval effectiveness
- retrieval systems
- okapi bm
- statistical language modeling
- ir models
- context sensitive
- image database
- text retrieval
- pseudo feedback
- retrieval process
- term dependencies
- relevant documents
- improve retrieval effectiveness
- inter document similarities
- language modeling approaches
- language model for information retrieval
- language modeling framework
- expert finding
- translation model
- retrieved documents
- relevance feedback