@inproceedings{lu-etal-2025-breaking, title = "Breaking the Noise Barrier: {LLM}-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment", author = "Lu, Chenglong and Li, Chenxiao and Cheng, Jingwei and Ji, Yongquan and Chen, Guoqing and Zhang, Fu", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1684/", pages = "33141--33155", ISBN = "979-8-89176-332-6" }