Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models.
Zhibo HuChen WangYanfeng ShuHelen PaikLiming ZhuPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- query expansion
- language models for information retrieval
- ad hoc information retrieval
- information retrieval
- language modeling
- query terms
- statistical language models
- relevance model
- document length
- cross language retrieval
- smoothing methods
- document ranking
- passage retrieval
- n gram
- retrieval effectiveness
- language modelling
- query generation
- document level
- query specific
- probabilistic model
- speech recognition
- pseudo relevance feedback
- okapi bm
- ir models
- text retrieval
- term dependencies
- retrieval systems
- vector space model
- context sensitive
- pseudo feedback
- image retrieval
- image database
- ad hoc retrieval
- tf idf
- term proximity
- statistical language modeling
- spoken term detection
- language modeling approaches
- language model for information retrieval
- sentence retrieval
- retrieval accuracy
- term frequency
- average precision
- relevant documents
- question answering
- relevance feedback
- feature selection