Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?
Yang ChenHexiang HuYi LuanHaitian SunSoravit ChangpinyoAlan RitterMing-Wei ChangPublished in: CoRR (2023)
Keyphrases
- language model
- information seeking
- pre trained
- information retrieval
- language modeling
- n gram
- speech recognition
- document retrieval
- search tasks
- probabilistic model
- test collection
- training data
- query expansion
- retrieval model
- contextual factors
- visual information
- vector space model
- smoothing methods
- query terms
- information resources
- relevance model
- computer vision
- control signals
- retrieval systems
- information retrieval systems
- decision trees
- retrieval effectiveness
- visual features