most citedCodeDPO: Aligning Code Models with Self Generated and Verified Source Code

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cs.CL2025

Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning

Qifan Yu, Zhenyu He, Sijie Li +4

Chain-of-Thought (CoT) prompting has emerged as a powerful technique for enhancing language model's reasoning capabilities. However, generating long and correct CoT trajectories is…

cs.CL2024

Let the Code LLM Edit Itself When You Edit the Code

Zhenyu He, Jun Zhang, Shengjie Luo +3

In this work, we investigate a typical scenario in code generation where a developer edits existing code in real time and requests a code assistant, e.g., a large language model, t…