REPLUG: Retrieval-Augmented Black-Box Language Models.
Weijia ShiSewon MinMichihiro YasunagaMinjoon SeoRich JamesMike LewisLuke ZettlemoyerWen-tau YihPublished in: CoRR (2023)
Keyphrases
- black box
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- ad hoc information retrieval
- information retrieval
- language models for information retrieval
- language modeling
- statistical language models
- query terms
- cross language retrieval
- smoothing methods
- relevance model
- speech recognition
- language modelling
- document ranking
- document length
- black boxes
- retrieval effectiveness
- n gram
- probabilistic model
- passage retrieval
- white box
- query specific
- ir models
- vector space model
- pseudo relevance feedback
- document level
- information retrieval systems
- integration testing
- okapi bm
- term dependencies
- test cases
- white box testing
- pseudo feedback
- text retrieval
- statistical language modeling
- average precision
- document collections
- term weighting
- improve retrieval effectiveness
- relevant documents
- retrieval systems
- relational databases