@inproceedings{wang-etal-2025-mlalgo, title = "{MLA}lgo-Bench: Can Machines Implement Machine Learning Algorithms?", author = "Wang, Yunfei and Zhang, Yeqin and Wu, Yuyang and Lu, Liang and Nguyen, Phi Le and Wang, Xiaoliang and Cam-Tu, Nguyen", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.findings-emnlp.772/", pages = "14298--14329", ISBN = "979-8-89176-335-7" }