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20232026
most citedKnowledge Graphs, Large Language Models, and Hallucinations: An NLP Perspective

2 citations · 3 across the 5 of their papers we have counts for

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cs.CL2026

SigmaScale: LLM Compression with SVD-based Low-Rank Decomposition and Learned Scaling Matrices

Ernests Lavrinovics, Marco Letizia, Roy Janco +3

We present SigmaScale, a method for learning auxiliary scaling matrices to aid truncated Singular Value Decomposition (SVD) based Large Language Model (LLM) compression. Instea…