RankEvolve: Automating the Discovery of Retrieval Algorithms via LLM-Driven Evolution

Jinming Nian, Fangchen Li, Dae Hoon Park, Yi Fang 0008. RankEvolve: Automating the Discovery of Retrieval Algorithms via LLM-Driven Evolution. In Alistair Moffat, Falk Scholer, Hannah Bast, Marc Najork, Min Zhang 0006, editors, Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026. pages 4028-4033, ACM, 2026. [doi]

Abstract

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