@inproceedings{hossen-etal-2026-gnn, title = "{GNN}-{CB}: A Graph Neural Network Competition Benchmark for Human and {LLM} Evaluation", author = "Hossen, Murad and Selim, Tasneem and Gamgam, Gurur and Yousif, Tuga and Kasmi, Abderrahmane and Aissiou, Ikram and Onipede, Mubaraq and Butt, Faran Taimoor and Zrigui, Sanae and Paccotacya-Yanque, Rosa Y. G. and Balayo, Ignatius and Elhouiti, Ikram and Affes, Hadil and Adhikari, Bijay and Goyal, Sargam and Isah, Muhammad Ibrahim and Bhat, Mohammad Idrees and Matia, Samuel Kangoni and Kadzue, Peguy Kem-Meka Tiotsop and Trabelsi, Maha and Owusu, Emmanuel and Vinit and Majdoub, Nour and Alemnew, Tamiru and Rekik, Islem", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1762/", pages = "40160--40188", ISBN = "979-8-89176-459-0" }