@inproceedings{yone-etal-2026-reasoning, title = "Reasoning Graph-Structured Question Answering: Datasets and Insights from {LLM} Benchmarking", author = "Yone, Khin and Trivedi, Devasha and Pahilajani, Anish and Shuai, Jincen and Jain, Samyak Rajesh and Rossi, Ryan and Ahmed, Nesreen K. and Dernoncourt, Franck and Wang, Yu and Park, Namyong", editor = "Piperidis, Stelios and Bel, N{\'u}ria and van den Heuvel, Henk and Ide, Nancy and Krek, Simon and Toral, Antonio", booktitle = "Proceedings of the Fifteenth Language Resources and Evaluation Conference", month = may, year = "2026", address = "Palma de Mallorca, Spain", publisher = "ELRA Language Resource Association", url = "https://aclanthology.org/2026.lrec-1.414/", doi = "10.63317/4zjpmtqxxtx4", pages = "5301--5316" }