D-LIFT uses a composite quality score, D-Score, as a reinforcement-learning reward to fine-tune LLMs that rewrite decompiled code, claiming large gains in readability without losing accuracy.
RetDec: A retargetable machine-code decompiler
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D-LiFT: Improving LLM-based Decompiler Backend via Code Quality-driven Fine-tuning
D-LIFT uses a composite quality score, D-Score, as a reinforcement-learning reward to fine-tune LLMs that rewrite decompiled code, claiming large gains in readability without losing accuracy.