Evaluating Graph Generation by Large Language Models
Congratulations to Ege Demirci and Rithwik Kerur on their ACL 2025 Student Research Workshop paper, Are LLMs Truly Graph-Savvy? A Comprehensive Evaluation of Graph Generation.
The paper evaluates the ability of language models to generate graphs that satisfy structural and logical constraints, revealing important limitations in graph reasoning.