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cs.LG2025
Delta-Audit: Explaining What Changes When Models Change
Arshia Hemmat, Afsaneh Fatemi
Model updates (new hyperparameters, kernels, depths, solvers, or data) change performance, but the \emph{reason} often remains opaque. We introduce \textbf{Delta-Attribution} (\mbo…
cs.LG2024
Context Awareness Gate For Retrieval Augmented Generation
Mohammad Hassan Heydari, Arshia Hemmat, Erfan Naman +1
Retrieval Augmented Generation (RAG) has emerged as a widely adopted approach to mitigate the limitations of large language models (LLMs) in answering domain-specific questions. Pr…