@inproceedings{yu-etal-2025-z1, title = "Z1: Efficient Test-time Scaling with Code", author = "Yu, Zhaojian and Wu, Yinghao and Zhao, Yilun and Cohan, Arman and Zhang, Xiao-Ping", editor = "Potdar, Saloni and Rojas-Barahona, Lina and Montella, Sebastien", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = nov, year = "2025", address = "Suzhou (China)", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-industry.182/", pages = "2688--2712", ISBN = "979-8-89176-333-3" }