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20242026
most citedUniversal Adversarial Attack on Aligned Multimodal LLMs

1 citations · 1 across the 6 of their papers we have counts for

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cs.CL2026

Your Transformer Can Hold Two Thoughts at Once: Evidence of Linear Superposition in LLMs

Pavel Tikhonov, Anton Korznikov, Matvey Mikhalchuk +6

While Large Language Models (LLMs) rely on highly non-linear components, in this work we demonstrate that they exhibit fundamental linearity: when inputs from distinct text streams…

cs.AI2026

NoReGeo: Non-Reasoning Geometry Benchmark

Irina Abdullaeva, Anton Vasiliuk, Elizaveta Goncharova +4

We present NoReGeo, a novel benchmark designed to evaluate the intrinsic geometric understanding of large language models (LLMs) without relying on reasoning or algebraic computati…