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Coding Triangle: How Does Large Language Model Understand Code?

Published in ArXiv.org • Jul 8, 2025
Authors:
Taolin Zhang
,
Zihan Ma
,
Maosong Cao

Abstract

Large language models (LLMs) have achieved remarkable progress in code generation, yet their true programming competence remains underexplored. We introduce the Code Triangle framework, which systematically evaluates LLMs across three fundamental dimensions: editorial analysis, code implementation, ...

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