Unified Embeddings for Multimodal Retrieval via Frozen LLMs.
Ziyang WangHeba ElfardyMarkus DreyerKevin SmallMohit BansalPublished in: EACL (Findings) (2024)
Keyphrases
- document retrieval
- information retrieval
- image retrieval
- vector space
- retrieval model
- image database
- retrieval method
- cross modal
- relevance feedback
- retrieval systems
- music retrieval
- retrieval accuracy
- retrieval process
- average precision
- multimedia databases
- multi modal
- high dimensional
- content based retrieval
- information retrieval systems
- nearest neighbor
- multimedia documents
- multimedia information
- neural network
- retrieval framework
- data sets