MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks.

Letitia Parcalabescu Anette Frank

Published 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