@inproceedings{kim-etal-2026-llms, title = "{LLM}s as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction", author = "Kim, Donghyun and Yang, Hyeongjun and Hwang, Seokju and Lee, Kyong-Ho and Lee, Chanhee", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1353/", pages = "29358--29378", ISBN = "979-8-89176-390-6" }