@inproceedings{smirnov-etal-2026-thinkbooster, title = "{T}hink{B}ooster: A Unified Framework for Seamless Test-Time Scaling of {LLM} Reasoning", author = "Smirnov, Vladislav and Nguyen, Quang-Chieu and Senichev, Sergey and Ta, Minh Ngoc and Fadeeva, Ekaterina and Vazhentsev, Artem and Galimzianova, Daria and Rozanov, Nikolai and Mazanov, Viktor and Ni, Jingwei and Wu, Tianyi and Kiselev, Igor and Sachan, Mrinmaya and Gurevych, Iryna and Nakov, Preslav and Baldwin, Timothy and Shelmanov, Artem", editor = "Durrett, Greg and Jian, Ping", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.70/", pages = "715--727", ISBN = "979-8-89176-392-0" }