An open-source Python package and GUI for computing Shapley values on text-audio multimodal LLMs, using a novel audio alignment method (SGPA) and efficient sampling approximations.
Any rows with mis- matchedlanguagepredictionscomparedtotheiroriginalannotationswereremoved, resulting in new size of208,270rows
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Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis
An open-source Python package and GUI for computing Shapley values on text-audio multimodal LLMs, using a novel audio alignment method (SGPA) and efficient sampling approximations.