MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers

2 September 2021

Lei Wang

Papers citing "MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers"

38 / 38 papers shown

Title
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
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages Tejas Deshpande Nidhi Kowtal Raviraj Joshi LRM 55 1 0 31 Dec 2024
Shears: Unstructured Sparsity with Neural Low-rank Adapter Search J. P. Muñoz Jinjie Yuan Nilesh Jain 32 7 0 16 Apr 2024
Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving Gulsum Yigit M. Amasyalı AIMat 46 1 0 05 Apr 2024
BAIT: Benchmarking (Embedding) Architectures for Interactive Theorem-Proving Sean Lamont Michael Norrish Amir Dezfouli Christian J. Walder Paul Montague 43 2 0 06 Mar 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 40 2 0 15 Jan 2024
ATHENA: Mathematical Reasoning with Thought Expansion JB. Kim Hazel Kim Joonghyuk Hahn Yo-Sub Han ReLM LRM AIMat 40 6 0 02 Nov 2023
SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving Xueliang Zhao Xinting Huang Wei Bi Lingpeng Kong LRM 48 0 0 19 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 25 4 0 14 Oct 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 33 160 0 03 Aug 2023
MWPRanker: An Expression Similarity Based Math Word Problem Retriever Mayank Goel Venktesh V Vikram Goyal 18 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 35 11 0 24 Jun 2023
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving Wayne Xin Zhao Kun Zhou Beichen Zhang Zheng Gong Zhipeng Chen ... Ji-Rong Wen Jing Sha Shijin Wang Cong Liu Guoping Hu MoE LRM 50 5 0 19 Jun 2023
Learning Multi-Step Reasoning by Solving Arithmetic Tasks Tianduo Wang Wei Lu ReLM LRM 19 14 0 02 Jun 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
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Jiashuo Sun Yi Luo Yeyun Gong Chen Lin Yelong Shen Jian Guo Nan Duan LRM 41 19 0 23 Apr 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 28 128 0 24 Feb 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 31 120 0 23 Feb 2023
An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP) Paulo Shakarian Abhinav Koyyalamudi Noel Ngu Lakshmivihari Mareedu 25 64 0 23 Feb 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning Jia-Yin Liu Zhenya Huang Chengxiang Zhai Qi Liu 15 20 0 11 Feb 2023
Techniques to Improve Neural Math Word Problem Solvers Youyuan Zhang AIMat 13 1 0 06 Feb 2023
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 37 137 0 20 Dec 2022
Generalizing Math Word Problem Solvers via Solution Diversification Zhenwen Liang Jipeng Zhang Lei Wang Yan Wang Jie Shao Xiangliang Zhang AIMat 20 8 0 01 Dec 2022
Chaining Simultaneous Thoughts for Numerical Reasoning Zhihong Shao Fei Huang Minlie Huang AIMat AI4CE 13 18 0 29 Nov 2022
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems Jialiang Xu Mengyu Zhou Xinyi He Shi Han Dongmei Zhang AAML ELM AIMat 20 5 0 14 Nov 2022
Solving Math Word Problems via Cooperative Reasoning induced Language Models Xinyu Zhu Junjie Wang Lin Zhang Yuxiang Zhang Ruyi Gan Jiaxing Zhang Yujiu Yang ReLM LRM 30 75 0 28 Oct 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 26 21 0 21 Oct 2022
ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision Qianying Liu Wenyu Guan Jianhao Shen Fei Cheng Sadao Kurohashi 13 1 0 13 Oct 2022
JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding Wayne Xin Zhao Kun Zhou Zheng Gong Beichen Zhang Yuanhang Zhou Jing Sha Zhigang Chen Shijin Wang Cong Liu Ji-Rong Wen 36 18 0 13 Jun 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 23 11 0 31 May 2022
Tackling Math Word Problems with Fine-to-Coarse Abstracting and Reasoning Ai Li Xueyao Jiang Bang Liu Jiaqing Liang Yanghua Xiao 13 2 0 17 May 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 94 6,015 0 05 Apr 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction Zhanming Jie Jierui Li Wei Lu ReLM AIMat 18 74 0 19 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models 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 389 8,495 0 28 Jan 2022
Solving Linear Algebra by Program Synthesis Iddo Drori Nakul Verma 15 21 0 16 Nov 2021
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 271 1,896 0 10 Jan 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016