Demonstrating CAESURA: Language Models as Multi-Modal Query Planners.
Matthias UrbanCarsten BinnigPublished in: SIGMOD Conference Companion (2024)
Keyphrases
- multi modal
- language model
- query expansion
- query terms
- query specific
- document ranking
- language modeling
- relevance model
- term dependencies
- probabilistic model
- document length
- document retrieval
- statistical language modeling
- n gram
- video search
- spoken term detection
- test collection
- language modelling
- pseudo feedback
- information retrieval
- retrieval model
- pseudo relevance feedback
- image annotation
- speech recognition
- multi modality
- query processing
- smoothing methods
- translation model
- retrieval effectiveness
- statistical language models
- vector space model
- high dimensional
- relevance feedback
- ad hoc retrieval
- retrieval systems
- retrieval accuracy
- retrieved documents
- data sources
- audio visual
- keywords
- user queries
- text categorization
- text retrieval
- cross language information retrieval
- similarity measure