A semantic correctness score based on execution matching shows LLM decompilers outperform heuristics for binary lifting while BLEU correlates poorly with functional accuracy.
Proceedings of the 34th ACM SIGPLAN International Conference on Compiler Construction , series =
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Beyond BLEU: A Semantic Evaluation Method for Code Translation
A semantic correctness score based on execution matching shows LLM decompilers outperform heuristics for binary lifting while BLEU correlates poorly with functional accuracy.