Emulating fundamental analysts: Analytical stage-based multi-agent framework enhanced with expert guidance and Preference-Anchored Likelihood Adjustment. - Tao Xu 023; Zhe Piao; Tadashi Mukai; Yuri Murayama; Kiyoshi Izumi (Intell. Syst. Appl., 2025)

Can large language models autonomously generate unique and profound insights in fundamental analysis? - Tao Xu 023; Zhe Piao; Tadashi Mukai; Yuri Murayama; Kiyoshi Izumi (Intell. Syst. Appl., 2025)