Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems

16 October 2021

Papers citing "Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems"

32 / 32 papers shown

Title
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 45 0 0 22 Mar 2025
A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem Solving Yi Zhang Guangyou Zhou Zhiwen Xie Jinjin Ma Jimmy Xiangji Huang AIMat 43 4 0 08 Jan 2025
Mathematical Language Models: A Survey Wei Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 79 12 0 03 Jan 2025
How to Leverage Digit Embeddings to Represent Numbers? Jasivan Sivakumar N. Moosavi 23 0 0 01 Jul 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 27 0 16 Jun 2024
Self-Consistency Boosts Calibration for Math Reasoning Ante Wang Linfeng Song Ye Tian Baolin Peng Lifeng Jin Haitao Mi Jinsong Su Dong Yu LRM 23 5 0 14 Mar 2024
ATHENA: Mathematical Reasoning with Thought Expansion JB. Kim Hazel Kim Joonghyuk Hahn Yo-Sub Han ReLM LRM AIMat 42 7 0 02 Nov 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 31 6 0 14 Oct 2023
Solving Math Word Problems with Reexamination Yi Bin Wenhao Shi Yujuan Ding Yang Yang See-Kiong Ng AIMat 27 4 0 14 Oct 2023
GraphReason: Enhancing Reasoning Capabilities of Large Language Models through A Graph-Based Verification Approach Lang Cao LRM 34 11 0 18 Aug 2023
A Symbolic Character-Aware Model for Solving Geometry Problems Maizhen Ning Qiufeng Wang Kaizhu Huang Xiaowei Huang 31 16 0 05 Aug 2023
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning Zhenwen Liang Dian Yu Xiaoman Pan Wenlin Yao Qingkai Zeng Xiangliang Zhang Dong Yu ALM LRM 46 13 0 16 Jul 2023
MWPRanker: An Expression Similarity Based Math Word Problem Retriever Mayank Goel Venktesh V Vikram Goyal 21 1 0 03 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 38 11 0 24 Jun 2023
Learning by Analogy: Diverse Questions Generation in Math Word Problem Zihao Zhou Maizhen Ning Qiufeng Wang Jie Yao Wei Wang Xiaowei Huang Kaizhu Huang AIMat 25 20 0 15 Jun 2023
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning Mengxue Zhang Zichao Wang Zhichao Yang Weiqi Feng Andrew S. Lan LRM 22 16 0 01 Jun 2023
Neural Machine Translation for Mathematical Formulae Felix Petersen M. Schubotz André Greiner-Petter Bela Gipp 26 7 0 25 May 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation Zhenwen Liang W. Yu Tanmay Rajpurohit Peter Clark Xiangliang Zhang Ashwin Kaylan 32 37 0 22 May 2023
Non-Autoregressive Math Word Problem Solver with Unified Tree Structure Yi Bin Meng Han Wenhao Shi Lei Wang Yang Yang See-Kiong Ng Heng Tao Shen AIMat 22 7 0 08 May 2023
A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram Ming-Liang Zhang Fei Yin Cheng-Lin Liu AI4CE 53 40 0 22 Feb 2023
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 43 139 0 20 Dec 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association Zhenwen Liang Jipeng Zhang Xiangliang Zhang AIMat 34 17 0 01 Dec 2022
Generalizing Math Word Problem Solvers via Solution Diversification Zhenwen Liang Jipeng Zhang Lei Wang Yan Wang Jie Shao Xiangliang Zhang AIMat 23 8 0 01 Dec 2022
Chaining Simultaneous Thoughts for Numerical Reasoning Zhihong Shao Fei Huang Minlie Huang AIMat AI4CE 16 18 0 29 Nov 2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems Yibin Shen Qianying Liu Zhuoyuan Mao Fei Cheng Sadao Kurohashi 13 8 0 29 Nov 2022
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem Wenqi Zhang Yongliang Shen Yanna Ma Xiaoxia Cheng Zeqi Tan Qingpeng Nong Weiming Lu 29 21 0 21 Oct 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems Yibin Shen Qianying Liu Zhuoyuan Mao Zhen Wan Fei Cheng Sadao Kurohashi AIMat 37 5 0 21 Sep 2022
Why are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers Sowmya S. Sundaram Sairam Gurajada M. Fisichella Deepak P Savitha Sam Abraham ReLM 26 11 0 31 May 2022
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction Zhanming Jie Jierui Li Wei Lu ReLM AIMat 24 74 0 19 Mar 2022
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving Zhenwen Liang Jipeng Zhang Lei Wang Wei Qin Yunshi Lan Jie Shao Xiangliang Zhang AIMat 44 61 0 28 Jul 2021
Investigating Math Word Problems using Pretrained Multilingual Language Models Minghuan Tan Lei Wang Lingxiao Jiang Jing Jiang LRM 25 33 0 19 May 2021
Improving BERT with Syntax-aware Local Attention Zhongli Li Qingyu Zhou Chao Li Ke Xu Yunbo Cao 61 44 0 30 Dec 2020