作者位次 #12/17ACL 2026Workshop· ACL System Demonstrations
T hink B ooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning
Vladislav Smirnov · Quang-Chieu Nguyen · Sergey Senichev · Minh Ngoc Ta · Ekaterina Fadeeva · Artem Vazhentsev · Daria Galimzianova · Nikolai Rozanov · Viktor Mazanov · Jingwei Ni · Tianyi Wu · Igor Kiselev · Mrinmaya Sachan · Iryna Gurevych · Preslav Nakov · Timothy Baldwin · Artem Shelmanov
摘要
Test-time compute (TTC) scaling has emerged as a powerful paradigm for improving large language model (LLM) reasoning by allocating additional compute during inference, e.g., via multi-sample generation and verifier-based reranking. Existing TTC scaling strategies and reasoning scorers remain fra...