@inproceedings{cheng-etal-2025-llms, title = "Can {LLM}s Reason Abstractly Over Math Word Problems Without {C}o{T}? Disentangling Abstract Formulation From Arithmetic Computation", author = "Cheng, Ziling and Cao, Meng and Pishdad, Leila and Cao, Yanshuai and Cheung, Jackie CK", 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.723/", pages = "14317--14344", ISBN = "979-8-89176-332-6" }