@inproceedings{lucchetti-etal-2025-substance, title = "Substance Beats Style: Why Beginning Students Fail to Code with {LLM}s", author = "Lucchetti, Francesca and Wu, Zixuan and Guha, Arjun and Feldman, Molly Q and Anderson, Carolyn Jane", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/Author-Pages-WenzhengZhang-ZhengyanShi-ShuYang/2025.naacl-long.433/", doi = "10.18653/v1/2025.naacl-long.433", pages = "8541--8610", ISBN = "979-8-89176-189-6" }