Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

5 February 2025

Papers citing "Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning"

16 / 16 papers shown

Title
Let's Predict Sentence by Sentence Hyeonbin Hwang Byeongguk Jeon Seungone Kim Jiyeon Kim Hoyeon Chang Sohee Yang Seungpil Won Dohaeng Lee Youbin Ahn Minjoon Seo AIFin LRM 66 0 0 28 May 2025
System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts Xiaoqiang Wang Suyuchen Wang Yun Zhu Bang Liu ReLM LRM 73 0 0 25 May 2025
Reinforced Latent Reasoning for LLM-based Recommendation Yang Zhang Wenxin Xu Xiaoyan Zhao Wenjie Wang Fuli Feng Xiangnan He Tat-Seng Chua OffRL LRM 43 0 0 25 May 2025
Hybrid Latent Reasoning via Reinforcement Learning Zhenrui Yue Bowen Jin Huimin Zeng Honglei Zhuang Zhen Qin Jinsung Yoon Lanyu Shang Jiawei Han Dong Wang OffRL BDL LRM 36 0 0 24 May 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 58 0 0 22 May 2025
Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains Wenhui Tan Jiaze Li Jianzhong Ju Zhenbo Luo Jian Luan Ruihua Song ReLM OffRL LRM 65 0 0 22 May 2025
Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought Hanlin Zhu Shibo Hao Zhiting Hu Jiantao Jiao Stuart Russell Yuandong Tian OffRL LRM 87 0 0 18 May 2025
HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization Chengyu Huang Zhengxin Zhang Claire Cardie LRM 78 0 0 16 May 2025
Dynamic Early Exit in Reasoning Models Chenxu Yang Qingyi Si Yongjie Duan Zheliang Zhu Chenyu Zhu Zheng Lin Zheng Lin Li Cao Weiping Wang ReLM LRM 108 14 0 22 Apr 2025
Efficient Reasoning Models: A Survey Sicheng Feng Gongfan Fang Xinyin Ma Xinchao Wang ReLM LRM 289 10 0 15 Apr 2025
Reasoning Models Can Be Effective Without Thinking Wenjie Ma Jingxuan He Charlie Snell Tyler Griggs Sewon Min Matei A. Zaharia ReLM LRM 94 36 1 14 Apr 2025
Efficient Inference for Large Reasoning Models: A Survey Yi Liu Jiaying Wu Yufei He Hongcheng Gao Hongyu Chen Baolong Bi Jiaheng Zhang Zhiqi Huang Bryan Hooi LLMAG LRM 119 14 0 29 Mar 2025
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Xiaoye Qu Yafu Li Zhaochen Su Weigao Sun Jianhao Yan ... Chaochao Lu Yue Zhang Xian-Sheng Hua Bowen Zhou Yu Cheng ReLM OffRL LRM 143 35 0 27 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui Yu-Neng Chuang Guanchu Wang Jiamu Zhang Tianyi Zhang ... Hongyi Liu Andrew Wen Shaochen Zhong Hanjie Chen OffRL ReLM LRM 167 71 0 20 Mar 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation Zhenyi Shen Hanqi Yan Linhai Zhang Zhanghao Hu Yali Du Yulan He LRM 118 19 0 28 Feb 2025
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models Huawen Feng Pu Zhao Qingfeng Sun Can Xu Fangkai Yang ... Qianli Ma Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang AAML ALM 93 0 0 23 Dec 2024