Solving Math Word Problems via Cooperative Reasoning induced Language Models

28 October 2022

Junjie Wang

Yuxiang Zhang

Yujiu Yang

Papers citing "Solving Math Word Problems via Cooperative Reasoning induced Language Models"

50 / 60 papers shown

Title
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 72 1 0 05 May 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Zhilin Wang Jun Wang Chi Ma Huiling Zhen M. Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 141 0 0 05 May 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 42 0 0 22 Mar 2025
Thinking Machines: A Survey of LLM based Reasoning Strategies Dibyanayan Bandyopadhyay Soham Bhattacharjee Asif Ekbal LRM ELM 48 4 0 13 Mar 2025
Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving Sara Rajaee Kumar Pratik Gabriele Cesa Arash Behboodi OffRL LRM 61 0 0 12 Mar 2025
Self-rewarding correction for mathematical reasoning Wei Xiong Hanning Zhang Chenlu Ye Lichang Chen Nan Jiang Tong Zhang ReLM KELM LRM 75 9 0 26 Feb 2025
A Survey on Feedback-based Multi-step Reasoning for Large Language Models on Mathematics Ting-Ruen Wei Haowei Liu Xuyang Wu Yi Fang LRM AI4CE ReLM KELM 202 1 0 21 Feb 2025
SIFT: Grounding LLM Reasoning in Contexts via Stickers Zihao Zeng Xuyao Huang Boxiu Li Zhijie Deng LRM 44 2 0 19 Feb 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering Zongxi Li Y. Li Haoran Xie S. J. Qin 70 0 0 03 Feb 2025
BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning Beichen Zhang Yuhong Liu Xiaoyi Dong Yuhang Zang Pan Zhang Haodong Duan Yuhang Cao Dahua Lin J. T. Wang LRM ReLM 61 2 0 06 Jan 2025
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang OSLM LRM 110 408 0 03 Jan 2025
Towards Intrinsic Self-Correction Enhancement in Monte Carlo Tree Search Boosted Reasoning via Iterative Preference Learning Huchen Jiang Yangyang Ma Chaofan Ding Kexin Luan Xinhan Di ReLM LRM 38 2 0 23 Dec 2024
Enhancing Mathematical Reasoning in LLMs with Background Operators Jiajun Chen Yik-Cheung Tam LRM 68 0 0 05 Dec 2024
Enhancing Zero-shot Chain of Thought Prompting via Uncertainty-Guided Strategy Selection Shanu Kumar Saish Mendke Karody Lubna Abdul Rahman Santosh Kurasa Parag Agrawal Sandipan Dandapat LLMAG LRM 70 2 0 30 Nov 2024
Blind Spot Navigation in LLM Reasoning with Thought Space Explorer Jinghan Zhang Fengran Mo Xiting Wang Kunpeng Liu LM&Ro LRM 53 1 0 31 Oct 2024
Enhancing Financial Question Answering with a Multi-Agent Reflection Framework Sorouralsadat Fatemi Yuheng Hu AIFin 22 3 0 29 Oct 2024
Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models Danqing Wang Zhuorui Ye Fei Fang Lei Li LLMAG LRM 21 0 0 25 Oct 2024
Learning Evolving Tools for Large Language Models Guoxin Chen Zhong Zhang Xin Cong Fangda Guo Yesai Wu Yankai Lin Wenzheng Feng Yasheng Wang KELM 52 1 0 09 Oct 2024
CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs Kangsheng Wang Xiao Zhang Hao Liu Songde Han Huimin Ma Tianyu Hu LRM 51 5 0 02 Oct 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 79 13 0 16 Aug 2024
An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation Cheng Yang Guoping Huang Mo Yu Zhirui Zhang Siheng Li Mingming Yang Shuming Shi Yujiu Yang Lemao Liu 37 1 0 29 Jul 2024
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification Ke Ji Peng Wang Wenjun Ke Guozheng Li Jiajun Liu Jingsheng Gao Ziyu Shang BDL 39 2 0 12 Jul 2024
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning Mingqian He Yongliang Shen Wenqi Zhang Zeqi Tan Weiming Lu LRM 35 5 0 29 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 17 0 20 Jun 2024
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback Bofei Gao Zefan Cai Runxin Xu Peiyi Wang Ce Zheng ... Chang Zhou Wen Xiao Junjie Hu Tianyu Liu Baobao Chang LRM 40 17 0 20 Jun 2024
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? Zhaochen Su Juntao Li Jun Zhang Tong Zhu Xiaoye Qu Pan Zhou Yan Bowen Yu Cheng Min zhang LRM 41 20 0 13 Jun 2024
mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models Huiyuan Lai Malvina Nissim LRM 41 14 0 04 Jun 2024
Arithmetic Reasoning with LLM: Prolog Generation & Permutation Xiaocheng Yang Bingsen Chen Yik-Cheung Tam LRM 34 10 0 28 May 2024
AlphaMath Almost Zero: process Supervision without process Guoxin Chen Minpeng Liao Chengxi Li Kai Fan AIMat LRM 27 83 0 06 May 2024
Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning Yuxi Xie Anirudh Goyal Wenyue Zheng Min-Yen Kan Timothy Lillicrap Kenji Kawaguchi Michael Shieh ReLM LRM 47 84 0 01 May 2024
Teaching Large Language Models to Reason with Reinforcement Learning Alex Havrilla Yuqing Du Sharath Chandra Raparthy Christoforos Nalmpantis Jane Dwivedi-Yu Maksym Zhuravinskyi Eric Hambro Sainbayar Sukhbaatar Roberta Raileanu ReLM LRM 29 67 0 07 Mar 2024
Brain-Inspired Two-Stage Approach: Enhancing Mathematical Reasoning by Imitating Human Thought Processes Yezeng Chen Zui Chen Yi Zhou LRM 28 2 0 23 Feb 2024
An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning Zui Chen Yezeng Chen Jiaqi Han Zhijie Huang Ji Qi Yi Zhou LRM 32 6 0 23 Feb 2024
Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning Hanqi Yan Qinglin Zhu Xinyu Wang Lin Gui Yulan He LRM LLMAG 29 4 0 22 Feb 2024
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator Ziru Chen Michael White Raymond Mooney Ali Payani Yu-Chuan Su Huan Sun LLMAG 75 32 0 16 Feb 2024
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models Haotian Sun Yuchen Zhuang Wei Wei Chao Zhang Bo Dai 18 3 0 13 Feb 2024
V-STaR: Training Verifiers for Self-Taught Reasoners Arian Hosseini Xingdi Yuan Nikolay Malkin Aaron C. Courville Alessandro Sordoni Rishabh Agarwal ReLM LRM 46 101 0 09 Feb 2024
InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning Huaiyuan Ying Shuo Zhang Linyang Li Zhejian Zhou Yunfan Shao ... Hang Yan Xipeng Qiu Jiayu Wang Kai-xiang Chen Dahua Lin ReLM LRM 34 70 0 09 Feb 2024
Large Language Models for Mathematical Reasoning: Progresses and Challenges Janice Ahn Rishu Verma Renze Lou Di Liu Rui Zhang Wenpeng Yin LRM 36 115 0 31 Jan 2024
xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning Linzheng Chai Jian Yang Tao Sun Hongcheng Guo Jiaheng Liu ... Xiannian Liang Jiaqi Bai Tongliang Li Qiyao Peng Zhoujun Li LRM 34 48 0 13 Jan 2024
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives Wenqi Zhang Yongliang Shen Linjuan Wu Qiuying Peng Jun Wang Y. Zhuang Weiming Lu LRM LLMAG 37 49 0 04 Jan 2024
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations Peiyi Wang Lei Li Zhihong Shao R. X. Xu Damai Dai Yifei Li Deli Chen Y.Wu Zhifang Sui AIMat LRM ALM 42 265 0 14 Dec 2023
OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning Fei Yu Anningzhe Gao Benyou Wang OffRL LRM 15 41 0 16 Nov 2023
ToolChain: Efficient Action Space Navigation in Large Language Models with A Search Yuchen Zhuang Xiang Chen Tong Yu Saayan Mitra Victor S. Bursztyn Ryan A. Rossi Somdeb Sarkhel Chao Zhang LLMAG 36 53 0 20 Oct 2023
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning Chengpeng Li Zheng Yuan Hongyi Yuan Guanting Dong Keming Lu Jiancan Wu Chuanqi Tan Xiang Wang Chang Zhou LRM 20 21 0 09 Oct 2023
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval Yiyao Yu Junjie Wang Yuxiang Zhang Lin Zhang Yujiu Yang Tetsuya Sakai 33 1 0 02 Oct 2023
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration Qiushi Sun Zhangyue Yin Xiang Li Zhiyong Wu Xipeng Qiu Lingpeng Kong LRM LLMAG 28 44 0 30 Sep 2023
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Minlie Huang Nan Duan Weizhu Chen LRM AI4CE LLMAG 42 142 0 29 Sep 2023
Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency Baizhou Huang Hugo Caselles-Dupré Weizhu Chen Xiaojun Wan Mohamed Chetouani LRM 30 28 0 29 Sep 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 30 152 0 29 Sep 2023