ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models.
Uddeshya UpadhyayShyamgopal KarthikMassimiliano ManciniZeynep AkataPublished in: ICCV (2023)
Keyphrases
- language model
- probabilistic model
- language modeling
- context sensitive
- document retrieval
- speech recognition
- n gram
- query expansion
- information retrieval
- retrieval model
- language modelling
- mixture model
- generative model
- test collection
- ad hoc information retrieval
- translation model
- query terms
- language modeling framework
- uncertain data
- vector space model
- statistical language models
- pseudo relevance feedback
- bayesian networks
- passage retrieval
- smoothing methods
- machine learning
- web search
- language models for information retrieval
- language model for information retrieval