Improving Large Language Models for Code through Runtime Program-State Reasoning.

arXiv:2609.34359v1 Announce Type: new Abstract: Large language models receive limited explicit training in reasoning about runtime program states. We study whether training models to reason about runtime program states improves downstream software-engineering