@inproceedings{quan-etal-2025-peirce, title = "{PEIRCE}: Unifying Material and Formal Reasoning via {LLM}-Driven Neuro-Symbolic Refinement", author = "Quan, Xin and Valentino, Marco and Carvalho, Danilo and Dalal, Dhairya and Freitas, Andre", editor = "Mishra, Pushkar and Muresan, Smaranda and Yu, Tao", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-demo.2/", pages = "11--21", ISBN = "979-8-89176-253-4" }