Can LLM-based Financial Investing Strategies Outperform the Market in Long Run?

Weixian Waylon Li, Hyeonjun Kim, Mihai Cucuringu, Tiejun Ma. Can LLM-based Financial Investing Strategies Outperform the Market in Long Run?. In Srinivasan Parthasarathy 0001, David F. Gleich, Xiangliang Zhang 0001, Wee Hyong Tok, Faisal Farooq, Qi He, Ambuj K. Singh, Haixun Wang, Yan Liu 0002, editors, Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, KDD 2026, Jeju Island, Korea, August 9-13, 2026. pages 2711-2722, ACM, 2026. [doi]

Abstract

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