Exploring Graph Learning Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation

Yuxiang Wang, Xinnan Dai, Wenqi Fan, Yao Ma 0001. Exploring Graph Learning Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 7909-7942, Association for Computational Linguistics, 2026. [doi]

Abstract

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