MMATH: A Multilingual Benchmark for Mathematical Reasoning

MMATH: A Multilingual Benchmark for Mathematical Reasoning

25 May 2025

Papers citing "MMATH: A Multilingual Benchmark for Mathematical Reasoning"

19 / 19 papers shown

Title
PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts Yijiao Wang Pei Zhang Jialong Tang Haoran Wei Baosong Yang ... Yanzhe Zhang Fei Huang Junyang Lin Fei Huang Jingren Zhou LRM 84 3 0 25 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
Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning Guijin Son Jiwoo Hong Hyunwoo Ko James Thorne LRM 77 10 0 24 Feb 2025
LIMO: Less is More for Reasoning Yixin Ye Zhen Huang Yang Xiao Ethan Chern Shijie Xia Pengfei Liu LRM 124 132 0 05 Feb 2025
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Xinyu Guan Lefei Zhang Yifei Liu Ning Shang Youran Sun Yi Zhu Fan Yang Mao Yang LRM SyDa ReLM 92 102 0 08 Jan 2025
Free Process Rewards without Process Labels Lifan Yuan Wendi Li Huayu Chen Ganqu Cui Ning Ding Kaiyan Zhang Bowen Zhou Ziqiang Liu Hao Peng OffRL 91 55 0 02 Dec 2024
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers Zhenting Qi Mingyuan Ma Jiahang Xu Li Zhang Fan Yang Mao Yang ReLM LRM 54 73 0 12 Aug 2024
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Charlie Snell Jaehoon Lee Kelvin Xu Aviral Kumar LRM 124 576 0 06 Aug 2024
Question Translation Training for Better Multilingual Reasoning Wenhao Zhu Shujian Huang Fei Yuan Shuaijie She Jiajun Chen Alexandra Birch LRM 58 31 0 15 Jan 2024
Comparative Analysis of Multilingual Text Classification & Identification through Deep Learning and Embedding Visualization Arinjay Wyawhare VLM 26 2 0 06 Dec 2023
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations Nuo Chen Zinan Zheng Ning Wu Ming Gong Yangqiu Song Dongmei Zhang Jia Li LRM 37 43 0 31 Oct 2023
Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training Xidong Feng Bo Liu Muning Wen Stephen Marcus McAleer Ying Wen Weinan Zhang Jun Wang LRM AI4CE 54 179 0 29 Sep 2023
Let's Verify Step by Step Hunter Lightman V. Kosaraju Yura Burda Harrison Edwards Bowen Baker Teddy Lee Jan Leike John Schulman Ilya Sutskever K. Cobbe ALM OffRL LRM 126 1,044 0 31 May 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting Haoyang Huang Tianyi Tang Dongdong Zhang Wayne Xin Zhao Ting Song Yan Xia Furu Wei LRM 57 166 0 11 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 890 13,788 0 15 Mar 2023
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 211 351 0 06 Oct 2022
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 166 1,220 0 11 Jul 2022
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 214 4,175 0 27 Oct 2021
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 121 4,596 0 06 Jul 2016