Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models.
Shitian ZhaoZhuowan LiYadong LuAlan L. YuilleYan WangPublished in: CoRR (2023)
Keyphrases
- multi modal
- language model
- language modeling
- context sensitive
- n gram
- speech recognition
- probabilistic model
- query expansion
- language modelling
- information retrieval
- cross modal
- document retrieval
- test collection
- multi modality
- bayesian networks
- retrieval model
- high dimensional
- audio visual
- statistical language models
- smoothing methods
- contextual information
- relevance model
- document ranking
- multiple modalities
- language models for information retrieval
- image annotation
- video search
- pseudo relevance feedback
- context dependent
- text classification
- image classification
- search engine