Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models

6 February 2025

Papers citing "Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models"

5 / 5 papers shown

Title
How Much Backtracking is Enough? Exploring the Interplay of SFT and RL in Enhancing LLM Reasoning Hongyi Cai Junlin Wang Xiaoyin Chen Bhuwan Dhingra LRM 26 0 0 30 May 2025
A Survey of Generative Categories and Techniques in Multimodal Large Language Models Longzhen Han Awes Mubarak Almas Baimagambetov Nikolaos Polatidis Thar Baker LRM 51 0 0 29 May 2025
Large Language Models for Planning: A Comprehensive and Systematic Survey Pengfei Cao Tianyi Men Wencan Liu Jingwen Zhang Xuzhao Li Xixun Lin Dianbo Sui Yanan Cao Kang Liu Jun Zhao LLMAG LM&Ro OffRL ELM LRM 131 0 0 26 May 2025
First Finish Search: Efficient Test-Time Scaling in Large Language Models Aradhye Agarwal Ayan Sengupta Tanmoy Chakraborty ReLM RALM ALM LRM 111 0 0 23 May 2025
Enhancing Web Agents with Explicit Rollback Mechanisms Zizhuo Zhang Tianqing Fang Kaixin Ma Wenhao Yu Han Zhang Haitao Mi Dong Yu KELM 130 3 0 16 Apr 2025