UniRAG: Universal Retrieval Augmentation for Multi-Modal Large Language Models.
Sahel SharifymoghaddamShivani UpadhyayWenhu ChenJimmy LinPublished in: CoRR (2024)
Keyphrases
- multi modal
- language model
- retrieval model
- document retrieval
- query expansion
- information retrieval
- test collection
- language models for information retrieval
- language modeling
- ad hoc information retrieval
- statistical language models
- cross modal
- smoothing methods
- query terms
- n gram
- speech recognition
- document ranking
- document length
- probabilistic model
- relevance model
- language modelling
- text retrieval
- retrieval effectiveness
- video search
- audio visual
- query specific
- statistical language modeling
- multi modality
- term dependencies
- pseudo relevance feedback
- passage retrieval
- vector space model
- high dimensional
- retrieval systems
- okapi bm
- translation model
- relevant documents
- information retrieval systems
- bayesian networks
- multimedia retrieval
- image retrieval
- relevance feedback
- image database