Emulating fundamental analysts: Analytical stage-based multi-agent framework enhanced with expert guidance and Preference-Anchored Likelihood Adjustment

With the rapid advancement of large language models (LLMs), some studies have explored their potential for predicting stock prices based on financial texts. However, previous research often overlooked the depth of analysis generated by LLMs, resulting in reasoning processes inferior to those of huma...

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Bibliographic Details
Main Authors: Tao Xu, Zhe Piao, Tadashi Mukai, Yuri Murayama, Kiyoshi Izumi
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Intelligent Systems with Applications
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305325000225
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