MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks.
Letitia ParcalabescuAnette FrankPublished in: ACL (1) (2023)
Keyphrases
- language model
- language modeling
- probabilistic model
- query expansion
- n gram
- speech recognition
- retrieval model
- document retrieval
- information retrieval
- statistical language models
- language modelling
- multi modal
- smoothing methods
- test collection
- query terms
- context sensitive
- language models for information retrieval
- ad hoc information retrieval
- multimedia
- language model for information retrieval
- term dependencies
- relevance model
- pseudo relevance feedback
- document length
- vector space model
- transfer learning
- knn