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MathChat: Benchmarking Mathematical Reasoning and Instruction Following
in Multi-Turn Interactions

MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

29 May 2024

Dian Yu

Wenhao Yu

Wenlin Yao

Xiangliang Zhang

Dong Yu

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Papers citing "MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions"

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Title
Verifiable Accuracy and Abstention Rewards in Curriculum RL to Alleviate Lost-in-Conversation Ming Li KELM 81 0 0 21 Oct 2025
$$\mathbf{T^3}$: Reducing Belief Deviation in Reinforcement Learning for Active Reasoning$ $\mathbf{T^3}$ : Reducing Belief Deviation in Reinforcement Learning for Active Reasoning Deyu Zou Yongqiang Chen Jianxiang Wang Haochen Yang Mufei Li James Cheng Pan Li Yu Gong LRM 65 0 0 14 Oct 2025
Multi-Turn Puzzles: Evaluating Interactive Reasoning and Strategic Dialogue in LLMs Kartikeya Badola Jonathan Simon Arian Hosseini Sara Mc Carthy Tsendsuren Munkhdalai Abhimanyu Goyal Tomás Kociský Shyam Upadhyay Bahare Fatemi Mehran Kazemi LRM 100 2 0 13 Aug 2025
Domain Specific Benchmarks for Evaluating Multimodal Large Language Models Khizar Anjuma Muhammad Arbab Arshad Kadhim Hayawi Efstathios Polyzos A. Tariq ... Nishith Reddy Mannuru Ravi Varma Kumar Bevara Taslim Mahbub Muhammad Zeeshan Akram Sakib Shahriar ELM LRM 288 2 0 15 Jun 2025
Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks Wenhan Dong Tianyi Hu Jingyi Zheng Zhen Sun Yuemeng Zhao Yule Liu Xinlei He Xinyi Huang LRM ELM 124 2 0 28 May 2025
Exploring Communication Strategies for Collaborative LLM Agents in Mathematical Problem-Solving L. Zhang Xiaoming Zhai Jionghao Lin Jionghao Lin Jennifer Kleiman Diego Zapata-Rivera Carol Forsyth Yang Jiang Xiangen Hu Arthur C. Graesser LLMAG 51 0 0 02 May 2025
EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yao Shi Rongkeng Liang Yong Xu LLMAG AI4Ed ELM 238 4 0 21 Apr 2025
LEMMA: Learning from Errors for MatheMatical Advancement in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Zhuoshi Pan Yu Li Honglin Lin Qizhi Pei Zinan Tang Wei Wu Chenlin Ming H. Vicky Zhao Bin Wang Lijun Wu LRM 346 13 0 21 Mar 2025
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors Jakub Macina Nico Daheim Ido Hakimi Manu Kapur Iryna Gurevych Mrinmaya Sachan ELM 376 14 0 26 Feb 2025
FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback Yongbin Li Miao Zheng Fan Yang Bin Cui Tengjiao Wang Xin Wu Guosheng Dong Wentao Zhang ALM 253 10 0 12 Oct 2024
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification Zhenwen Liang Ye Liu Tong Niu Xiangliang Zhang Yingbo Zhou Semih Yavuz LRM 182 34 0 05 Oct 2024
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-InstructInternational Conference on Learning Representations (ICLR), 2023 Haipeng Luo Qingfeng Sun Can Xu Lu Wang Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 704 606 0 18 Aug 2023