@inproceedings{zhao-etal-2025-abgen, title = "{A}b{G}en: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research", author = "Zhao, Yilun and Chen, Weiyuan and Xu, Zhijian and Patwardhan, Manasi and Wang, Chengye and Liu, Yixin and Vig, Lovekesh and Cohan, Arman", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-long.611/", pages = "12479--12491", ISBN = "979-8-89176-251-0" }