Retrieval-Augmented Multimodal Language Modeling.
Michihiro YasunagaArmen AghajanyanWeijia ShiRichard JamesJure LeskovecPercy LiangMike LewisLuke ZettlemoyerWen-Tau YihPublished in: ICML (2023)
Keyphrases
- language modeling
- retrieval model
- query expansion
- information retrieval
- language model
- test collection
- document retrieval
- expert finding
- statistical language models
- information retrieval systems
- relevance model
- trec collections
- document length
- term weighting
- language models for information retrieval
- retrieval effectiveness
- sentence retrieval
- statistical language modeling
- retrieval systems
- probabilistic model
- text retrieval
- relevance feedback
- query terms
- vector space
- n gram
- cross lingual
- term frequency
- pseudo feedback
- vector space model
- improvements in retrieval effectiveness
- language modeling approaches
- ad hoc information retrieval
- average precision
- user queries
- text classification
- jelinek mercer
- term dependencies
- image retrieval
- learning algorithm
- trec test collections
- language modeling framework
- query specific
- cross language
- document collections