Language-encoded network topology enables large language models to reason about complex networks

Ucchwas Talukder Utsha, Sakib Mostafa, James Zou +1

Networks describe systems in biology and beyond, from protein interactions and social relationships to power grids and citation records. Reasoning about such systems requires under…