BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models.
Jiaqi XueMengxin ZhengYebowen HuFei LiuXun ChenQian LouPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- language modeling
- query expansion
- ad hoc information retrieval
- information retrieval
- language models for information retrieval
- statistical language models
- document ranking
- smoothing methods
- document length
- cross language retrieval
- n gram
- relevance model
- query terms
- query generation
- query specific
- probabilistic model
- language modelling
- speech recognition
- retrieval effectiveness
- ir models
- passage retrieval
- vector space model
- text retrieval
- average precision
- term dependencies
- okapi bm
- document level
- retrieval systems
- context sensitive
- information retrieval systems
- term frequency
- out of vocabulary
- statistical language modeling
- retrieval accuracy
- probabilistic retrieval models
- pseudo feedback
- language modeling approaches
- sentence retrieval
- tf idf
- retrieval process
- inter document similarities
- retrieval framework
- translation model
- language modeling framework
- language model for information retrieval
- expert finding
- pseudo relevance feedback
- query translation
- image content
- image database
- text mining
- relevance feedback
- image retrieval