@inproceedings{dhanraj-eliasmith-2025-improving, title = "Improving Rule-based Reasoning in {LLM}s using Neurosymbolic Representations", author = "Dhanraj, Varun and Eliasmith, Chris", 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.1556/", pages = "30577--30596", ISBN = "979-8-89176-332-6" }