@inproceedings{shi-etal-2025-constraintllm, title = "{C}onstraint{LLM}: A Neuro-Symbolic Framework for Industrial-Level Constraint Programming", author = "Shi, Weichun and Liu, Minghao and Zhang, Wanting and Shi, Langchen and Jia, Fuqi and Ma, Feifei and Zhang, Jian", 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.809/", pages = "16010--16030", ISBN = "979-8-89176-332-6" }