If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions.
Reza EsfandiarpoorCristina MenghiniStephen H. BachPublished in: CoRR (2024)
Keyphrases
- language model
- concept descriptions
- language modeling
- n gram
- word clouds
- inductive learning
- probabilistic model
- information retrieval
- description logics
- retrieval model
- language independent
- document retrieval
- query expansion
- context sensitive
- test collection
- concept drift
- representation language
- smoothing methods
- knowledge acquisition
- text retrieval
- knowledge structures
- relevance feedback
- knowledge base