Retrieval-Augmented Multimodal Language Modeling.
Michihiro YasunagaArmen AghajanyanWeijia ShiRich JamesJure LeskovecPercy LiangMike LewisLuke ZettlemoyerWen-tau YihPublished in: CoRR (2022)
Keyphrases
- language modeling
- retrieval model
- query expansion
- language model
- information retrieval
- expert finding
- document retrieval
- test collection
- retrieval effectiveness
- statistical language models
- language models for information retrieval
- relevance feedback
- document length
- pseudo feedback
- relevance model
- term weighting
- trec collections
- information retrieval systems
- probabilistic model
- cross lingual
- retrieval systems
- ad hoc information retrieval
- text retrieval
- vector space model
- vector space
- sentence retrieval
- query terms
- n gram
- trec test collections
- statistical language modeling
- term dependencies
- term frequency
- language modeling framework
- improvements in retrieval effectiveness
- language modeling approaches
- xml retrieval
- data mining
- query specific
- image retrieval
- digital libraries