@article{abstainandvalidateadualllmpolicyforreduc, title = {Abstain and Validate: A Dual-LLM Policy for Reducing Noise in Agentic Program Repair}, author = {José Cambronero and Michele Tufano and Sherry Shi and Renyao Wei and Grant Uy and Runxiang Cheng and Chin-Jung Liu and Shiying Pan and Satish Chandra and Pat Rondon}, year = {2025}, eprint = {2510.03217}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.03217}, }