@inproceedings{arumugam-etal-2026-llms, title = "Do {LLM}s Understand Context? A Knowledge Graph-Based Evaluation Framework", author = "Arumugam, Subavarshana and Nallaretnam, Mamta and Wickramasinghe, Kithuni and Gunapala, Chamath and Vipulanandan, Pragatheeswaran and Premaratne, Kamal and Thayasivam, Uthayasanker", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.26/", pages = "479--492", ISBN = "979-8-89176-444-6" }