Retrieval-Augmented Generation for Large Language Models: A Survey.
Yunfan GaoYun XiongXinyu GaoKangxiang JiaJinliu PanYuxi BiYi DaiJiawei SunQianyu GuoMeng WangHaofen WangPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- query expansion
- information retrieval
- language modeling
- language models for information retrieval
- ad hoc information retrieval
- statistical language models
- cross language retrieval
- smoothing methods
- relevance model
- query terms
- document length
- document ranking
- query generation
- n gram
- probabilistic model
- document level
- passage retrieval
- query specific
- retrieval effectiveness
- okapi bm
- context sensitive
- text retrieval
- vector space model
- speech recognition
- language modelling
- out of vocabulary
- language model for information retrieval
- ir models
- term dependencies
- average precision
- expert finding
- pseudo feedback
- retrieval framework
- information retrieval systems
- retrieval process
- tf idf
- question answering
- retrieval systems
- ad hoc retrieval
- relevant documents
- vector space
- document collections
- language modeling framework
- inter document similarities
- image database
- spoken term detection
- web search