G2rammar: Bilingual Grammar Modeling for Enhanced Text-attributed Graph Learning

Heng Zheng, Haochen You, Zijun Liu +5

Text-attributed graphs require models to effectively integrate both structural topology and semantic content. Recent approaches apply large language models to graphs by linearizing…