Can LLMs Master Math? Investigating Large Language Models on Math Stack
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Can LLMs Master Math? Investigating Large Language Models on Math Stack Exchange

30 March 2024

André Greiner-Petter

Papers citing "Can LLMs Master Math? Investigating Large Language Models on Math Stack Exchange"

12 / 12 papers shown

Title
Evaluating GPT- and Reasoning-based Large Language Models on Physics Olympiad Problems: Surpassing Human Performance and Implications for Educational Assessment Paul Tschisgale Holger Maus Fabian Kieser Ben Kroehs Stefan Petersen Peter Wulff ELM LRM 41 0 0 14 May 2025
MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems Felix Chen Hangjie Yuan Yunqiu Xu Tao Feng Jun Cen Pengwei Liu Zeying Huang Yi Yang LRM 47 1 0 19 Mar 2025
Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning Wenjie Wu Yongcheng Jing Yingjie Wang Wenbin Hu Dacheng Tao RALM LRM 66 2 0 03 Mar 2025
Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal Weipeng Jiang Juan Zhai Shiqing Ma Ziyan Lei Xiaofei Xie Yige Wang Chao Shen MU 66 0 0 26 Feb 2025
Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models Kaleem Ullah Qasim Jiashu Zhang Tariq Alsahfi Ateeq Ur Rehman Butt LRM ReLM 67 1 0 03 Jan 2025
SceneLLM: Implicit Language Reasoning in LLM for Dynamic Scene Graph Generation Hang Zhang Zhuoling Li Jun Liu LRM 100 1 0 15 Dec 2024
Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data Anup Shirgaonkar Nikhil Pandey Nazmiye Ceren Abay Tolga Aktas Vijay Aski ALM SyDa 29 0 0 24 Oct 2024
In Context Learning and Reasoning for Symbolic Regression with Large Language Models Samiha Sharlin Tyler R. Josephson ReLM LLMAG LRM 47 1 0 22 Oct 2024
How Numerical Precision Affects Mathematical Reasoning Capabilities of LLMs Guhao Feng Kai-Bo Yang Yuntian Gu Xinyue Ai Shengjie Luo Jiacheng Sun Di He ZeLin Li Liwei Wang LRM 37 6 0 17 Oct 2024
A Comparative Study on Reasoning Patterns of OpenAI's o1 Model Siwei Wu Zhongyuan Peng Xinrun Du Tuney Zheng Minghao Liu ... Zhaoxiang Zhang Wenhao Huang Ge Zhang Chenghua Lin J. H. Liu ELM LLMAG LRM AI4CE 37 30 0 17 Oct 2024
Give me a hint: Can LLMs take a hint to solve math problems? Vansh Agrawal Pratham Singla Amitoj Singh Miglani Shivank Garg Ayush Mangal ReLM LRM 26 5 0 08 Oct 2024
SinkLoRA: Enhanced Efficiency and Chat Capabilities for Long-Context Large Language Models Hengyu Zhang RALM 39 2 0 09 Jun 2024