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