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Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction

Annual Meeting of the Association for Computational Linguistics (ACL), 2022

19 March 2022

Wei Lu

Papers citing "Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction"

42 / 42 papers shown

Title
Foundation of Intelligence: Review of Math Word Problems from Human Cognition Perspective Zhenya Huang Jiayu Liu Xin Lin Zhiyuan Ma Shangzi Xue Tong Xiao Qi Liu Yee Whye Teh Enhong Chen AIMat LRM 156 0 0 24 Oct 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 139 0 0 15 Oct 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 224 8 0 22 Mar 2025
A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem SolvingInformation Processing & Management (IPM), 2025 Yi Zhang Guangyou Zhou Zhiwen Xie Jinjin Ma Jimmy Xiangji Huang AIMat 129 12 0 08 Jan 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 431 21 0 03 Jan 2025
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource LanguagesPacific Asia Conference on Language, Information and Computation (PACLIC), 2024 Tejas Deshpande Nidhi Kowtal Raviraj Joshi LRM 228 2 0 31 Dec 2024
Interpreting and Improving Large Language Models in Arithmetic CalculationInternational Conference on Machine Learning (ICML), 2024 Wei Zhang Chaoqun Wan Yonggang Zhang Yiu-ming Cheung Xinmei Tian Xu Shen Jieping Ye LRM 213 34 0 03 Sep 2024
HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning Zhijian Chen Zhonghua Li Jianxin Yang Ye Qi VLM 103 1 0 11 Aug 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Sara Szymkuć Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 231 75 0 16 Jun 2024
Exploring the Limitations of Large Language Models in Compositional Relation Reasoning Jinman Zhao Xueyan Zhang BDL LRM 105 5 0 05 Mar 2024
Self-Contrast: Better Reflection Through Inconsistent Solving PerspectivesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Wenqi Zhang Yongliang Shen Linjuan Wu Qiuying Peng Jun Wang Yueting Zhuang Weiming Lu LRM LLMAG 282 89 0 04 Jan 2024
Object Recognition from Scientific Document based on Compartment Refinement FrameworkSN Computer Science (SCS), 2023 Jinghong Li Wen Gu Koichi Ota Shinobu Hasegawa 174 4 0 14 Dec 2023
ATHENA: Mathematical Reasoning with Thought ExpansionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 JB. Kim Hazel Kim Joonghyuk Hahn Yo-Sub Han ReLM LRM AIMat 213 7 0 02 Nov 2023
Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning An-Zi Yen Wei-Ling Hsu LRM AI4Ed 72 14 0 20 Oct 2023
An Expression Tree Decoding Strategy for Mathematical Equation Generation Wenqi Zhang Yongliang Shen Qingpeng Nong Zeqi Tan Zeqi Tan Yanna Ma Weiming Lu AIMat 152 7 0 14 Oct 2023
Solving Math Word Problems with Reexamination Yi Bin Wenhao Shi Yujuan Ding Yang Yang See-Kiong Ng AIMat 106 4 0 14 Oct 2023
Fill in the Blank: Exploring and Enhancing LLM Capabilities for Backward Reasoning in Math Word Problems Aniruddha Deb Neeva Oza Sarthak Singla Dinesh Khandelwal Dinesh Garg Parag Singla 120 8 0 03 Oct 2023
Design of Chain-of-Thought in Math Problem Solving Zhanming Jie Trung Quoc Luong Xinbo Zhang Xiaoran Jin Hang Li LRM 167 17 0 20 Sep 2023
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 515 586 0 18 Aug 2023
A Symbolic Character-Aware Model for Solving Geometry ProblemsACM Multimedia (ACM MM), 2023 Maizhen Ning Qiufeng Wang Kaizhu Huang Xiaowei Huang 97 21 0 05 Aug 2023
Scaling Relationship on Learning Mathematical Reasoning with Large Language Models Zheng Yuan Hongyi Yuan Cheng Li Guanting Dong Keming Lu Chuanqi Tan Chang Zhou Jingren Zhou LRM ALM 195 263 0 03 Aug 2023
Multi-Method Self-Training: Improving Code Generation With Text, And Vice Versa Shriyash Upadhyay Etan Ginsberg SyDa LRM 75 0 0 20 Jul 2023
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-TuningInternational Conference on Language Resources and Evaluation (LREC), 2023 Zhenwen Liang Dian Yu Xiaoman Pan Wenlin Yao Qingkai Zeng Xiangliang Zhang Dong Yu ALM LRM 125 18 0 16 Jul 2023
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements Syed Rifat Raiyan Md. Nafis Faiyaz S. Kabir Mohsinul Kabir H. Mahmud Md. Kamrul Hasan 131 17 0 24 Jun 2023
Learning Multi-Step Reasoning by Solving Arithmetic TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tianduo Wang Wei Lu ReLM LRM 105 17 0 02 Jun 2023
Interpretable Math Word Problem Solution Generation Via Step-by-step PlanningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Mengxue Zhang Zichao Wang Zhichao Yang Weiqi Feng Andrew Lan LRM 110 23 0 01 Jun 2023
Leveraging Training Data in Few-Shot Prompting for Numerical ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zhanming Jie Wei Lu LRM ReLM 152 16 0 29 May 2023
A Framework For Refining Text Classification and Object Recognition from Academic ArticlesInternational Symposium on INnovations in Intelligent SysTems and Applications (INISTA), 2023 Jinghong Li Koichi Ota Wen Gu S. Hasegawa 189 2 0 27 May 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhenwen Liang Wenhao Yu Tanmay Rajpurohit Peter Clark Xiangliang Zhang Ashwin Kaylan 106 47 0 22 May 2023
Non-Autoregressive Math Word Problem Solver with Unified Tree StructureConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yi Bin Meng Han Wenhao Shi Lei Wang Yang Yang See-Kiong Ng Heng Tao Shen AIMat 92 10 0 08 May 2023
REFINER: Reasoning Feedback on Intermediate RepresentationsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Debjit Paul Mete Ismayilzada Maxime Peyrard Beatriz Borges Antoine Bosselut Robert West Boi Faltings ReLM LRM 242 214 0 04 Apr 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Jia-Yin Liu Zhenya Huang Chengxiang Zhai Qi Liu 75 22 0 11 Feb 2023
Techniques to Improve Neural Math Word Problem Solvers Youyuan Zhang AIMat 79 1 0 06 Feb 2023
A Survey of Deep Learning for Mathematical ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 183 166 0 20 Dec 2022
APOLLO: An Optimized Training Approach for Long-form Numerical ReasoningInternational Conference on Language Resources and Evaluation (LREC), 2022 Jiashuo Sun Hang Zhang Chen Lin Nan Duan Yeyun Gong Jian Guo AIMat RALM 196 8 0 14 Dec 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution AssociationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhenwen Liang Jipeng Zhang Xiangliang Zhang AIMat 118 19 0 01 Dec 2022
Chaining Simultaneous Thoughts for Numerical ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhihong Shao Fei Huang Minlie Huang AIMat AI4CE 99 19 0 29 Nov 2022
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual DataAAAI Conference on Artificial Intelligence (AAAI), 2022 Xiao Li Sichen Liu Kaiwen Shi Jiangzhou Ju Yuzhong Qu Gong Cheng AIMat RALM LRM 106 20 0 23 Nov 2022
Self-consistent Reasoning For Solving Math Word Problems Jing Xiong Zhongwei Wan Xiping Hu Min Yang Chengming Li ReLM LRM 148 10 0 27 Oct 2022
Multi-View Reasoning: Consistent Contrastive Learning for Math Word ProblemConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Wenqi Zhang Yongliang Shen Yanna Ma Xiaoxia Cheng Zeqi Tan Qingpeng Nong Weiming Lu 137 28 0 21 Oct 2022
A Survey in Mathematical Language Processing Jordan Meadows André Freitas AIMat 114 18 0 30 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsNeural Information Processing Systems (NeurIPS), 2022 Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 1.8K 13,292 0 28 Jan 2022