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cs.LG2026
Do Knowledge and Reasoning Oriented Benchmarks Induce Stable Representation Signatures in LLMs?
Parsa Rahimi, Azim Dehghani Amirabad
Internal signatures could support monitoring, adaptive computation, and mechanistic analysis, but benchmark prompts can be separable without any shared computational distinction. W…
cs.IR2026
ScoreShield: Differentially Private Release of Similarity Scores
Behrooz Razeghi, Parsa Rahimi
A growing number of applications, such as biometrics and retrieval-augmented generation (RAG), rely on cosine similarity scores computed between vector embeddings of text, images,…