Vanderose Benoît

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Natural Language Processing (1)Open-Source Models & Weights (1)

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Balfroid Martin (1)Albert Julien (1)Aliti Dzenatan (1)Devroey Xavier (1)

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Jul 29, 2026

Balfroid Martin +4Jul 29, 2026

How Developers Experience Debugging Unfamiliar Codebases with Code Tours Generated and Evaluated by Local LLMs

Developers trust human-written code tour descriptions significantly more than those generated by LLMs, revealing critical gaps in AI-generated documentation. WHY_IT MATTERS: This research could reshape the design of AI-assisted debugging tools, ensuring they align better with developer preferences and trust dynamics.

Balfroid Martin, Albert Julien, Aliti Dzenatan +2

Code Generation & Program Synthesis Natural Language Processing Open-Source Models & Weights

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Vanderose Benoît

Publication activitypapers/week, last 8 weeks

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