@inproceedings{srivastava-etal-2026-llms, title = "Do {LLM}s Overthink Basic Math Reasoning? Benchmarking the Accuracy-Efficiency Tradeoff in Language Models", author = "Srivastava, Gaurav and Hussain, Aafiya Shamshad and Srinivasan, Sriram and Wang, Xuan", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1285/", pages = "25784--25826", ISBN = "979-8-89176-395-1" }