ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

29 September 2023

Zhihong Shao

Yujiu Yang

Papers citing "ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving"

50 / 120 papers shown

Title
MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model Zhen Yang Jinhao Chen Zhengxiao Du Wenmeng Yu Weihan Wang Wenyi Hong Zhihuan Jiang Bin Xu Yuxiao Dong Jie Tang VLM LRM 27 8 0 10 Sep 2024
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models Dian Yu Baolin Peng Ye Tian Linfeng Song Haitao Mi Dong Yu ALM LRM 28 0 0 28 Aug 2024
Fine-tuning Smaller Language Models for Question Answering over Financial Documents Karmvir Singh Phogat Sai Akhil Puranam Sridhar Dasaratha Chetan Harsha Shashishekar Ramakrishna LRM 16 0 0 22 Aug 2024
Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The Impact of Prompt Engineering and Knowledge Retrieval Iman Azimi Mohan Qi Li Wang Amir M. Rahmani Youlin Li 41 0 0 06 Aug 2024
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher Zehui Chen Kuikun Liu Qiuchen Wang Jiangning Liu Wenwei Zhang Kai Chen Feng Zhao LLMAG 44 18 0 29 Jul 2024
COMET: "Cone of experience" enhanced large multimodal model for mathematical problem generation Sannyuya Liu Jintian Feng Zongkai Yang Yawei Luo Qian Wan Xiaoxuan Shen Jianwen Sun 41 3 0 16 Jul 2024
Sibyl: Simple yet Effective Agent Framework for Complex Real-world Reasoning Yulong Wang Tianhao Shen Lifeng Liu Jian Xie LLMAG LRM 23 3 0 15 Jul 2024
MAVIS: Mathematical Visual Instruction Tuning Renrui Zhang Xinyu Wei Dongzhi Jiang Yichi Zhang Ziyu Guo ... Aojun Zhou Bin Wei Shanghang Zhang Peng Gao Hongsheng Li MLLM 22 24 0 11 Jul 2024
Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning Zimu Lu Aojun Zhou Ke Wang Houxing Ren Weikang Shi Junting Pan Mingjie Zhan Hongsheng Li LRM 21 22 0 30 Jun 2024
UniGen: A Unified Framework for Textual Dataset Generation Using Large Language Models Siyuan Wu Yue Huang Chujie Gao Dongping Chen Qihui Zhang ... Tianyi Zhou Xiangliang Zhang Jianfeng Gao Chaowei Xiao Lichao Sun SyDa 23 21 0 27 Jun 2024
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs Xin Lai Zhuotao Tian Yukang Chen Senqiao Yang Xiangru Peng Jiaya Jia LRM 47 89 0 26 Jun 2024
Task Oriented In-Domain Data Augmentation Xiao Liang Xinyu Hu Simiao Zuo Yeyun Gong Qiang Lou Yi Liu Shao-Lun Huang Jian Jiao 32 2 0 24 Jun 2024
Timo: Towards Better Temporal Reasoning for Language Models Zhaochen Su Jun Zhang Tong Zhu Xiaoye Qu Juntao Li Min Zhang Yu Cheng LRM 47 15 0 20 Jun 2024
Can LLMs Reason in the Wild with Programs? Yuan Yang Siheng Xiong Ali Payani Ehsan Shareghi Faramarz Fekri LRM 21 13 0 19 Jun 2024
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving Yuxuan Tong Xiwen Zhang Rui Wang R. Wu Junxian He AIMat LRM 33 30 0 18 Jun 2024
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang chaeHun Park Taehee Kim Jaegul Choo 41 2 0 18 Jun 2024
Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models Fangzhi Xu Qiushi Sun Kanzhi Cheng J. Liu Yu Qiao Zhiyong Wu LLMAG 21 5 0 17 Jun 2024
Step-level Value Preference Optimization for Mathematical Reasoning Guoxin Chen Minpeng Liao Chengxi Li Kai Fan LRM 29 32 0 16 Jun 2024
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning Joongwon Kim Bhargavi Paranjape Tushar Khot Hannaneh Hajishirzi LM&Ro ELM LLMAG LRM 24 8 0 10 Jun 2024
Tool-Planner: Task Planning with Clusters across Multiple Tools Yanming Liu Xinyue Peng Jiannan Cao Jiannan Cao Xuhong Zhang Sheng Cheng Xun Wang Xun Wang Jianwei Yin Tianyu Du LLMAG 21 3 0 06 Jun 2024
Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data Haolong Li Yu Ma Yinqi Zhang Chen Ye Jie Chen ReLM LRM 32 1 0 04 Jun 2024
MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions Zhenwen Liang Dian Yu Wenhao Yu Wenlin Yao Zhihan Zhang Xiangliang Zhang Dong Yu LRM 32 9 0 29 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 31 77 0 28 May 2024
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models Kun Zhou Beichen Zhang Jiapeng Wang Zhipeng Chen Wayne Xin Zhao Jing Sha Zhichao Sheng Shijin Wang Ji-Rong Wen SyDa LRM 33 29 0 23 May 2024
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation Jingnan Zheng Han Wang An Zhang Tai D. Nguyen Jun Sun Tat-Seng Chua LLMAG 20 13 0 23 May 2024
AlphaMath Almost Zero: process Supervision without process Guoxin Chen Minpeng Liao Chengxi Li Kai Fan AIMat LRM 24 11 0 06 May 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 32 62 0 25 Apr 2024
MARIO Eval: Evaluate Your Math LLM with your Math LLM--A mathematical dataset evaluation toolkit Boning Zhang Chengxi Li Kai Fan ELM 35 10 0 22 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 29 59 0 21 Apr 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing Ye Tian Baolin Peng Linfeng Song Lifeng Jin Dian Yu Haitao Mi Dong Yu LRM ReLM 33 62 0 18 Apr 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model Hengyuan Zhang Yanru Wu Dawei Li Zacc Yang Rui Zhao Yong Jiang Fei Tan ALM 17 0 0 16 Apr 2024
Rho-1: Not All Tokens Are What You Need Zheng-Wen Lin Zhibin Gou Yeyun Gong Xiao Liu Yelong Shen ... Chen Lin Yujiu Yang Jian Jiao Nan Duan Weizhu Chen CLL 38 53 0 11 Apr 2024
SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models Hyeonwoo Kim Gyoungjin Gim Yungi Kim Jihoo Kim Byungju Kim Wonseok Lee Chanjun Park ReLM LRM 24 1 0 05 Apr 2024
Exploring the Mystery of Influential Data for Mathematical Reasoning Xinzhe Ni Yeyun Gong Zhibin Gou Yelong Shen Yujiu Yang Nan Duan Weizhu Chen 28 10 0 01 Apr 2024
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner Yuxuan Yao Han Wu Zhijiang Guo Biyan Zhou Jiahui Gao Sichun Luo Hanxu Hou Xiaojin Fu Linqi Song LLMAG LRM 40 9 0 28 Mar 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models Zehui Chen Kuikun Liu Qiuchen Wang Wenwei Zhang Jiangning Liu Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ALM AIFin 42 27 0 19 Mar 2024
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision Zhiqing Sun Longhui Yu Yikang Shen Weiyang Liu Yiming Yang Sean Welleck Chuang Gan 23 50 0 14 Mar 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 74 0 07 Mar 2024
MathScale: Scaling Instruction Tuning for Mathematical Reasoning Zhengyang Tang Xingxing Zhang Benyou Wang Furu Wei ALM LRM 24 26 0 05 Mar 2024
Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning Yiming Huang Xiao Liu Yeyun Gong Zhibin Gou Yelong Shen Nan Duan Weizhu Chen AIMat LRM 50 35 0 04 Mar 2024
GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers Qintong Li Leyang Cui Xueliang Zhao Lingpeng Kong Wei Bi LRM 35 35 0 29 Feb 2024
Data Interpreter: An LLM Agent For Data Science Sirui Hong Yizhang Lin Bang Liu Bangbang Liu Binhao Wu ... Xinbing Liang Yaying Fei Yuheng Cheng Zongze Xu Chenglin Wu LLMAG AI4CE 41 58 0 28 Feb 2024
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs Zimu Lu Aojun Zhou Houxing Ren Ke Wang Weikang Shi Junting Pan Mingjie Zhan Hongsheng Li SyDa LRM 45 42 0 26 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 32 94 0 20 Feb 2024
Orca-Math: Unlocking the potential of SLMs in Grade School Math Arindam Mitra Hamed Khanpour Corby Rosset Ahmed Hassan Awadallah ALM MoE LRM 28 62 0 16 Feb 2024
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset Shubham Toshniwal Ivan Moshkov Sean Narenthiran Daria Gitman Fei Jia Igor Gitman 23 75 0 15 Feb 2024
SwissNYF: Tool Grounded LLM Agents for Black Box Setting Somnath Sendhil Kumar Dhruv Jain Eshaan Agarwal Raunak Pandey LLMAG 25 0 0 15 Feb 2024
TIC: Translate-Infer-Compile for accurate "text to plan" using LLMs and Logical Representations Sudhir Agarwal A. Sreepathy 18 0 0 09 Feb 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Zhiheng Xi Wenxiang Chen Boyang Hong Senjie Jin Rui Zheng ... Xinbo Zhang Peng Sun Tao Gui Qi Zhang Xuanjing Huang LRM 27 20 0 08 Feb 2024
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Zhihong Shao Peiyi Wang Qihao Zhu Runxin Xu Jun-Mei Song ... Haowei Zhang Mingchuan Zhang Y. K. Li Yu-Huan Wu Daya Guo ReLM LRM 26 620 0 05 Feb 2024