Multiway-Adapter: Adapting Multimodal Large Language Models for Scalable Image-Text Retrieval.
Zijun LongGeorge KillickRichard McCreadieGerardo Aragon-CamarasaPublished in: ICASSP (2024)
Keyphrases
- text retrieval
- language model
- retrieval model
- document retrieval
- query expansion
- image retrieval
- language modeling
- document ranking
- information retrieval
- image features
- image content
- image classification
- n gram
- probabilistic model
- document collections
- test collection
- speech recognition
- image representation
- retrieval effectiveness
- image regions
- pseudo relevance feedback
- image collections
- retrieval systems
- relevance model
- cross language
- automatic query expansion
- text queries
- vector space model
- query terms
- tf idf
- information retrieval systems
- latent semantic indexing
- relevance feedback
- ad hoc retrieval
- high dimensional
- bayesian networks
- similarity measure