Learning to Ideate for Machine Learning Engineering Agents

Yunxiang Zhang, Kang Zhou, Zhichao Xu 0001, Kiran Ramnath, Yun Zhou, Sangmin Woo, Haibo Ding, Lin Lee Cheong. Learning to Ideate for Machine Learning Engineering Agents. In Vera Demberg, Kentaro Inui, LluĂ­s Marquez, editors, Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 2: Short Papers, Rabat, Morocco, March 24-29, 2026. pages 436-447, Association for Computational Linguistics, 2026. [doi]

Abstract

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