TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance

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TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025

31 March 2025

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Papers citing "TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance"

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Title
CoT-Evo: Evolutionary Distillation of Chain-of-Thought for Scientific Reasoning Kehua Feng Keyan Ding Zhihui Zhu Lei Liang Qiang Zhang H. Chen LRM 115 0 0 15 Oct 2025
More Than One Teacher: Adaptive Multi-Guidance Policy Optimization for Diverse Exploration Xiaoyang Yuan Yujuan Ding Yi Bin Wenqi Shao Jinyu Cai Jingkuan Song Yang Yang H. Shen LRM 123 0 1 02 Oct 2025
ReaLM: Reflection-Enhanced Autonomous Reasoning with Small Language Models Yuanfeng Xu Zehui Dai Jian Liang Jiapeng Guan Guangrun Wang Liang Lin Xiaohui Lv LLMAG LRM 92 0 0 17 Aug 2025
Don't Overthink It: A Survey of Efficient R1-style Large Reasoning Models Linan Yue Yichao Du Yizhi Wang W. Gao Fangzhou Yao ... Ye Liu Ziyu Xu Qi Liu Shimin Di Xiaoshi Zhong LRM 175 15 0 04 Aug 2025
Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning Xinghao Chen Anhao Zhao Heming Xia Xuan Lu Hanlin Wang Yanjun Chen Wei Zhang Jian Wang W. Li Xiaoyu Shen ReLM LRM 329 15 0 22 May 2025
DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models Yuxuan Jiang Dawei Li Frank Ferraro LRM 478 10 0 20 May 2025
S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models Wenyuan Zhang Jiawei Sheng Xinghua Zhang Zefeng Zhang Tingwen Liu ELM LRM 387 12 0 14 Apr 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui Yu-Neng Chuang Guanchu Wang Jiamu Zhang Tianyi Zhang ... Andrew Wen Shaochen Zhong Hanjie Chen Helen Zhou OffRL ReLM LRM 592 245 0 20 Mar 2025