Self-Enhancement Improves Text-Image Retrieval in Foundation Visual-Language Models.
Yuguang YangYiming WangShupeng GengRunqi WangYimi WangSheng WuBaochang ZhangPublished in: CoRR (2023)
Keyphrases
- language model
- image retrieval
- text retrieval
- information retrieval
- language modeling
- visual features
- document retrieval
- retrieval model
- query expansion
- n gram
- document level
- speech recognition
- document ranking
- language modelling
- probabilistic model
- visual information
- video search
- statistical language models
- test collection
- keywords
- multiword
- image database
- smoothing methods
- relevance feedback
- language models for information retrieval
- vector space model
- context sensitive
- image search
- translation model
- query terms
- low level
- image representation
- image collections
- cross language
- news video
- text mining
- spoken term detection
- feature space
- okapi bm
- information extraction
- natural language processing
- information retrieval systems
- text documents
- document analysis
- image content
- relevance model
- retrieval method
- low level features