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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Peiyu Tseng

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Preprint Sep 2026

Experimental Settings in LLM-Based Program Repair: A Study of Inputs, Tool Access, Feedback, and Validation

Evaluations of automated program repair (APR) systems commonly report the benchmark, the number of repaired defects, and the tests used for final patch validation, but these items no longer fully specify the repair task presented to a system. Recent LLM-based systems differ in the information supplied before repair, th...

Xu-Shu Dai, Yi-Cheng Cai, Nan-Qing Luo et al. · 0 citations

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