2 papers
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…
cs.LG2025
Generalized Fisher-Weighted SVD: Scalable Kronecker-Factored Fisher Approximation for Compressing Large Language Models
Viktoriia Chekalina, Daniil Moskovskiy, Tatiana Matveeva +2
The Fisher information is a fundamental concept for characterizing the sensitivity of parameters in neural networks. However, leveraging the full observed Fisher information is too…