一作ACL 2026Findings· Findings of ACL
A Graph Talks, But Who’s Listening? Rethinking Evaluations for Graph-Language Models
Soham Petkar · Hari Aakash K · Anirudh Vempati · Akshit Sinha · Ponnurangam Kumaraguru · Chirag Agarwal
摘要
Recent research has extensively explored the graph-reasoning capabilities of Large Language Models (LLMs) through textual descriptions. However, benchmarks specifically designed for Graph-Language Models (GLMs), which integrate Graph Neural Networks (GNNs) with LLMs, remain significantly underdev...