@inproceedings{wang-etal-2025-make, title = "Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning", author = "Wang, Xinglin and Feng, Shaoxiong and Li, Yiwei and Yuan, Peiwen and Zhang, Yueqi and Tan, Chuyi and Pan, Boyuan and Hu, Yao and Li, Kan", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Findings of the Association for Computational Linguistics: NAACL 2025", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.findings-naacl.383/", pages = "6904--6917", ISBN = "979-8-89176-195-7" }