Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis
from Scratch

Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch

24 October 2024

Juntao Li

Min Zhang

Papers citing "Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch"

8 / 8 papers shown

Title
Not All Documents Are What You Need for Extracting Instruction Tuning Data Chi Zhang Huaping Zhong Hongtao Li Chengliang Chai Jiawei Hong ... Jiantao Qiu Ye Yuan Guoren Wang Zeang Sheng Lei Cao SyDa 22 0 0 18 May 2025
RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library Rongxiang Weng Jinhao Jiang Qing Cui Jun Zhou Wayne Xin Zhao SyDa 58 0 0 29 Apr 2025
Long Is More Important Than Difficult for Training Reasoning Models Si Shen Fei Huang Zhixiao Zhao Junfeng Fang Tiansheng Zheng Danhao Zhu AIMat RALM LRM 57 0 0 23 Mar 2025
Line of Duty: Evaluating LLM Self-Knowledge via Consistency in Feasibility Boundaries Sahil Kale Vijaykant Nadadur 55 0 0 14 Mar 2025
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task Yuchen Yan Yongliang Shen Yang Liu Jin Jiang Xin Xu Hao Fei Jian Shao Yueting Zhuang ReLM LRM 55 2 0 17 Feb 2025
InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning C. Xie Shuo Cai Wenjun Wang Pengxiang Li Zhijie Sang ... Xiaotian Han Jianbo Yuan Shengyu Zhang Fei Wu Hongxia Yang LRM 51 1 0 17 Feb 2025
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search Maohao Shen Guangtao Zeng Zhenting Qi Zhang-Wei Hong Zhenfang Chen Wei Lu G. Wornell Subhro Das David D. Cox Chuang Gan LLMAG LRM 252 8 0 04 Feb 2025
Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation Yifang Chen David Zhu SyDa 41 0 0 27 Oct 2024