4 papers · 1 filter
Narrative Analysis of True Crime Podcasts With Knowledge Graph-Augmented Large Language Models
Xinyi Leng, Jason Liang, Jack Mauro +8
Narrative data spans all disciplines and provides a coherent model of the world to the reader or viewer. Recent advancement in machine learning and Large Language Models (LLMs) hav…
Optimal policy for control of epidemics with constrained time intervals and region-based interactions
Xia Li, Andrea L. Bertozzi, P. Jeffrey Brantingham +1
We introduce a policy model coupled with the susceptible-infected-recovered (SIR) epidemic model to study interactions between policy-making and the dynamics of epidemics. We consi…
PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion
Xiusi Chen, Wei-Yao Wang, Ziniu Hu +5
Dynamically planning in complex systems has been explored to improve decision-making in various domains. Professional basketball serves as a compelling example of a dynamic spatio-…
Online network topology shapes personal narratives and hashtag generation
J. Hunter Priniski, Bryce Linford, Sai Krishna +3
While narratives have shaped cognition and cultures for centuries, digital media and online social networks have introduced new narrative phenomena. With increased narrative agency…