@inproceedings{ray-etal-2026-adaptevolve, title = "{A}dapt{E}volve: Improving Efficiency of Evolutionary {AI} Agents through Adaptive Model Selection", author = "Ray, Pretam and Brahma, Pratik Prabhanjan and Liu, Zicheng and Barsoum, Emad", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2019/", pages = "40625--40633", ISBN = "979-8-89176-395-1" }