MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks.
Letitia ParcalabescuAnette FrankPublished in: CoRR (2022)
Keyphrases
- language model
- language modeling
- probabilistic model
- n gram
- speech recognition
- statistical language models
- document retrieval
- retrieval model
- language modelling
- smoothing methods
- test collection
- query expansion
- language models for information retrieval
- query terms
- information retrieval
- document ranking
- ad hoc information retrieval
- language model for information retrieval
- context sensitive
- translation model
- pseudo relevance feedback
- passage retrieval
- relevance model
- multi modal
- distance measure
- query specific
- term dependencies
- active learning
- multimedia