3 papers
cs.CL2024
GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi +2
The advancement of text generation models has granted us the capability to produce coherent and convincing text on demand. Yet, in real-life circumstances, individuals do not conti…
q-fin.ST2024
Distilling Analysis from Generative Models for Investment Decisions
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi +1
Professionals' decisions are the focus of every field. For example, politicians' decisions will influence the future of the country, and stock analysts' decisions will impact the m…
cs.CL2024
Hierarchical Organization Simulacra in the Investment Sector
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi +1
This paper explores designing artificial organizations with professional behavior in investments using a multi-agent simulation. The method mimics hierarchical decision-making in i…