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Wesley K. G. Assunção

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Preprint Aug 2026

Evaluating Language Models on Cross-Language Code Functional Equivalence

This work investigates whether LLMs can accurately judge functional equivalence across different programming languages in human-written code, a setting that requires deeper reasoning beyond superficial similarity, and identifies a difficulty-dependent breakdown in equivalence judgment.

Hui Sun, Anderson G. Uchôa, Rohit Gheyi et al. · 0 citations