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Found 4 papers, 1 papers with code
LLM-driven Imitation of Subrational Behavior : Illusion or Reality?
We make an assumption that LLMs can be used as implicit computational models of humans, and propose a framework to use synthetic demonstrations derived from LLMs to model subrational behaviors that are characteristic of humans (e. g., myopic behavior or preference for risk aversion).
Using Motif Transitions for Temporal Graph Generation
In this work, we develop a practical temporal graph generator, Motif Transition Model (MTM), to generate synthetic temporal networks with realistic global and local features.
Temporal Motifs for Financial Networks: A Study on Mercari, JPMC, and Venmo Platforms
For the Venmo network, we investigate the interplay between financial and social relations on three tasks: friendship prediction, vendor identification, and analysis of temporal cycles.
Limited or Biased: Modeling Sub-Rational Human Investors in Financial Markets
We evaluate the behavior of sub-rational human investors using hand-crafted market scenarios and SHAP value analysis, showing that our model accurately reproduces the observations in the previous studies and reveals insights of the driving factors of human behavior.
