REPLUG: Retrieval-Augmented Black-Box Language Models.
Weijia ShiSewon MinMichihiro YasunagaMinjoon SeoRichard JamesMike LewisLuke ZettlemoyerWen-tau YihPublished in: NAACL-HLT (2024)
Keyphrases
- black box
- language model
- retrieval model
- document retrieval
- test collection
- language modeling
- query expansion
- information retrieval
- language models for information retrieval
- ad hoc information retrieval
- query terms
- relevance model
- statistical language models
- document ranking
- smoothing methods
- n gram
- document length
- black boxes
- cross language retrieval
- probabilistic model
- language modelling
- retrieval effectiveness
- text retrieval
- document level
- ir models
- white box
- statistical language modeling
- passage retrieval
- speech recognition
- okapi bm
- vector space model
- pseudo feedback
- test cases
- pseudo relevance feedback
- query specific
- tf idf
- term dependencies
- white box testing
- expert finding
- relevant documents
- document collections
- average precision
- retrieval systems
- information retrieval systems
- retrieval accuracy
- integration testing
- translation model
- term weighting
- relevance feedback
- hidden markov models