Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models.
Zhibo HuChen WangYanfeng ShuHye-Young PaikLiming ZhuPublished in: KDD (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- query expansion
- information retrieval
- ad hoc information retrieval
- language modeling
- language models for information retrieval
- statistical language models
- cross language retrieval
- relevance model
- n gram
- query terms
- speech recognition
- document ranking
- query generation
- smoothing methods
- document length
- retrieval effectiveness
- probabilistic model
- text retrieval
- ir models
- passage retrieval
- vector space model
- okapi bm
- language modelling
- query specific
- retrieval framework
- information retrieval systems
- term dependencies
- pseudo relevance feedback
- statistical language modeling
- average precision
- document level
- retrieval accuracy
- context sensitive
- retrieval systems
- image database
- term weighting
- out of vocabulary
- relevant documents
- pseudo feedback
- language model for information retrieval
- retrieved documents
- sentence retrieval
- expert finding
- relevance feedback
- image retrieval