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.
It validates critical system components, including masking logic, deterministic calculation accuracy, and data integrity
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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.