MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning

9 October 2023

Hongyi Yuan

Keming Lu

Chuanqi Tan

Chang Zhou

Papers citing "MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning"

22 / 22 papers shown

Title
RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library J. Wang Jinhao Jiang Zhiqiang Zhang Jun Zhou Wayne Xin Zhao SyDa 53 0 0 29 Apr 2025
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis Xin Gao Qizhi Pei Zinan Tang Y. Li Honglin Lin Jiang Wu C. He Lijun Wu SyDa 28 0 0 11 Apr 2025
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning Sheng Wang Pengan Chen Jingqi Zhou Qintong Li Jingwei Dong Jiahui Gao Boyang Xue Jiyue Jiang Lingpeng Kong Chuan Wu SyDa 61 0 0 21 Mar 2025
LEMMA: Learning from Errors for MatheMatical Advancement in LLMs Zhuoshi Pan Yu-Hu Li Honglin Lin Qizhi Pei Zinan Tang Wei Yu Wu Chenlin Ming H. V. Zhao Conghui He Lijun Wu LRM 59 0 0 21 Mar 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment Yuchun Fan Yongyu Mu Yilin Wang Lei Huang Junhao Ruan B. Li Tong Xiao Shujian Huang Xiaocheng Feng Jingbo Zhu LRM 46 3 0 08 Jan 2025
Curriculum-style Data Augmentation for LLM-based Metaphor Detection Kaidi Jia Yanxia Wu Rongsheng Li Rongsheng Li 59 0 0 04 Dec 2024
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation Guanting Dong Xiaoshuai Song Y. X. Zhu Runqi Qiao Zhicheng Dou Ji-Rong Wen 3DV 69 4 0 12 Oct 2024
OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data Shubham Toshniwal Wei Du Ivan Moshkov Branislav Kisacanin Alexan Ayrapetyan Igor Gitman LRM 18 49 0 02 Oct 2024
BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search Linzhuang Sun Hao Liang Jingxuan Wei Bihui Yu Conghui He Zenan Zhou Wentao Zhang 16 4 0 26 Sep 2024
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement An Yang Beichen Zhang Binyuan Hui Bofei Gao Bowen Yu ... Mingfeng Xue Runji Lin Tianyu Liu Xingzhang Ren Zhenru Zhang OSLM LRM 31 175 0 18 Sep 2024
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? Runqi Qiao Qiuna Tan Guanting Dong Minhui Wu Chong Sun ... Yida Xu Muxi Diao Zhimin Bao Chen Li Honggang Zhang VLM LRM 39 31 0 01 Jul 2024
Common 7B Language Models Already Possess Strong Math Capabilities Chen Li Weiqi Wang Jingcheng Hu Yixuan Wei Nanning Zheng Han Hu Zheng-Wei Zhang Houwen Peng ALM LRM 40 75 0 07 Mar 2024
An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning Zui Chen Yezeng Chen Jiaqi Han Zhijie Huang Ji Qi Yi Zhou LRM 27 6 0 23 Feb 2024
Can LLMs Compute with Reasons? Harshit Sandilya Peehu Raj J. Bafna Srija Mukhopadhyay Shivansh Sharma Ellwil Sharma Arastu Sharma Neeta Trivedi Manish Shrivastava Rajesh Kumar LRM 16 0 0 19 Feb 2024
InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning Huaiyuan Ying Shuo Zhang Linyang Li Zhejian Zhou Yunfan Shao ... Hang Yan Xipeng Qiu Jiayu Wang Kai-xiang Chen Dahua Lin ReLM LRM 25 69 0 09 Feb 2024
OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning Fei Yu Anningzhe Gao Benyou Wang OffRL LRM 15 39 0 16 Nov 2023
Learning From Mistakes Makes LLM Better Reasoner Shengnan An Zexiong Ma Zeqi Lin Nanning Zheng Jian-Guang Lou Weizhu Chen LRM 19 75 0 31 Oct 2023
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT Xiaoshuai Song Keqing He Pei Wang Guanting Dong Yutao Mou Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu LRM 34 13 0 16 Oct 2023
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task Guanting Dong Jinxu Zhao Tingfeng Hui Daichi Guo Wenlong Wan ... Yueyan Qiu Zhuoma Gongque Keqing He Zechen Wang Weiran Xu AAML 27 19 0 10 Oct 2023
Diagnosing Model Performance Under Distribution Shift Tiffany Cai Hongseok Namkoong Steve Yadlowsky 32 27 0 03 Mar 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,217 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022