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Published at November 19

Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment

q-fin.ST

cs.AI

Released Date: November 19, 2024

Authors: Shuoling Liu¹, Gaoguo Jia², Yuhang Jiang², Liyuan Chen², Qiang Yang¹

Aff.: ¹Hong Kong University of Science and Technology, Hong Kong, China; ²Innovation Lab, E Fund Management Co., Ltd, Guangzhou, China

Arxiv: http://arxiv.org/abs/2411.13599v1

Strategy	Return	Sharpe Ratio
Buy-and-Hold	63.53%	0.811
One-Step	63.44%	0.902
Classify	73.41%	1.019
Classify+Rethink (CAR)	80.35%	1.071