BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

6 February 2025

Papers citing "BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation"

5 / 5 papers shown

Title
Pretraining Language Models to Ponder in Continuous Space Boyi Zeng Shixiang Song Siyuan Huang Yixuan Wang He Li Ziwei He Xinbing Wang Zhiyu Li Zhouhan Lin LRM 15 0 0 27 May 2025
Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens Xixian Yong Xiao Zhou Yingying Zhang Jinlin Li Yefeng Zheng X. Wu LRM 36 0 0 23 May 2025
Learning to Reason under Off-Policy Guidance Jianhao Yan Yafu Li Zican Hu Zhi Wang Ganqu Cui Xiaoye Qu Yu Cheng Yue Zhang OffRL LRM 52 8 0 21 Apr 2025
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Juncheng Wu Wenlong Deng Xiaochen Li Sheng Liu Taomian Mi ... Yihan Cao Hui Ren Xuzhao Li Xiaoxiao Li Yuyin Zhou AI4MH LRM 82 8 0 01 Apr 2025
Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering Xinyu Tang Xiaolei Wang Zhihao Lv Yingqian Min Wayne Xin Zhao Binbin Hu Ziqi Liu Qing Cui LRM 91 6 0 14 Mar 2025