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

30 March 2024

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

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Title
MM-Telco: Benchmarks and Multimodal Large Language Models for Telecom Applications Gagan Raj Gupta Anshul Kumar Manish Rai Apu Chakraborty Ashutosh Modi ... Soumajit Pramanik Moyank Giri Yashwanth Holla Sunny Kumar M. V. Kiran Sooraj 61 0 0 17 Nov 2025
Multi-Agent Multimodal Large Language Model Framework for Automated Interpretation of Fuel Efficiency Analytics in Public TransportationApplied Sciences (AS), 2025 Z. Ma Ali Rida Bahja Andreas Burgdorf André Pomp Tobias Meisen Bo Nørregaard Jørgensen Z. Ma LLMAG 316 0 0 17 Nov 2025
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval Subhendu Khatuya Shashwat Naidu Pawan Goyal Niloy Ganguly AIMat ReLM LRM 187 0 0 15 Oct 2025
RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis Anku Rani Aparna Garimella Apoorv Saxena Balaji Vasan Srinivasan Paul Pu Liang 78 0 0 23 Aug 2025
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning Xiaohan Yu Pu Jian C. L. Philip Chen LMTD 223 10 0 12 Jun 2025
Born a Transformer -- Always a Transformer? On the Effect of Pretraining on Architectural Abilities Yana Veitsman Mayank Jobanputra Yash Sarrof Aleksandra Bakalova Vera Demberg Ellie Pavlick Michael Hahn 358 2 0 27 May 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges Cheng Qian Hongyi Du Hongru Wang Xiusi Chen Yuji Zhang Avirup Sil Chengxiang Zhai Kathleen McKeown Heng Ji LLMAG 223 5 0 21 May 2025
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 390 7 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 214 4 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 314 6 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 172 1 0 26 Feb 2025
Can Generative LLMs Create Query Variants for Test Collections? An Exploratory StudyAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Marwah Alaofi Luke Gallagher Mark Sanderson Falk Scholer Paul Thomas 167 55 0 29 Jan 2025
Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language ModelsJournal of Artificial Intelligence Research (JAIR), 2025 Kaleem Ullah Qasim Jiashu Zhang Tariq Alsahfi Ateeq Ur Rehman Butt LRM ReLM 247 3 0 03 Jan 2025
SceneLLM: Implicit Language Reasoning in LLM for Dynamic Scene Graph GenerationPattern Recognition (Pattern Recogn.), 2024 Hang Zhang Zhuoling Li Jun Liu LRM 364 6 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 219 9 0 24 Oct 2024
In Context Learning and Reasoning for Symbolic Regression with Large Language Models Samiha Sharlin Tyler R. Josephson ReLM LLMAG LRM 254 4 0 22 Oct 2024
A Comparative Study on Reasoning Patterns of OpenAI's o1 Model Siwei Wu Zhongyuan Peng Xinrun Du Tuney Zheng Minghao Liu ... Rundong Wang Wenhao Huang Ge Zhang Chenghua Lin J. H. Liu ELM LLMAG LRM AI4CE 222 67 0 17 Oct 2024
How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Guhao Feng Kai-Bo Yang Yuntian Gu Xinyue Ai Shengjie Luo Jiacheng Sun Di He Hao Sun Liwei Wang LRM 234 20 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 111 8 0 08 Oct 2024
SinkLoRA: Enhanced Efficiency and Chat Capabilities for Long-Context Large Language Models Hengyu Zhang RALM 166 6 0 09 Jun 2024