Learning by Fixing: Solving Math Word Problems with Weak Supervision

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Learning by Fixing: Solving Math Word Problems with Weak Supervision

19 December 2020

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Papers citing "Learning by Fixing: Solving Math Word Problems with Weak Supervision"

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Title
Advanced Weakly-Supervised Formula Exploration for Neuro-Symbolic Mathematical Reasoning Yuxuan Wu Hideki Nakayama NAI 93 1 0 02 Feb 2025
From Large to Tiny: Distilling and Refining Mathematical Expertise for Math Word Problems with Weakly Supervision Qingwen Lin Boyan Xu Zhengting Huang Ruichu Cai 100 3 0 21 Mar 2024
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 135 150 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 113 7 0 01 Dec 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 76 1 0 13 Oct 2022
Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder Fangyu Lei Shizhu He Xiang Li Jun Zhao Kang Liu AIMat LMTD 90 23 0 16 Sep 2022
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data Yilun Zhao Yunxiang Li Chenying Li Rui Zhang AIMat 72 107 0 03 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 76 11 0 31 May 2022
Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction Yining Hong Kaichun Mo L. Yi Leonidas Guibas Antonio Torralba J. Tenenbaum Chuang Gan 91 5 0 05 May 2022
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning Yining Hong Li Yi J. Tenenbaum Antonio Torralba Chuang Gan 76 40 0 09 Dec 2021
Towards Tractable Mathematical Reasoning: Challenges, Strategies, and Opportunities for Solving Math Word Problems Keyur Faldu A. Sheth Prashant Kikani Manas Gaur Aditi Avasthi LRM 62 17 0 29 Oct 2021
MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers Yihuai Lan Lei Wang Qiyuan Zhang Yunshi Lan B. Dai Yan Wang Dongxiang Zhang Ee-Peng Lim AIMat 112 72 0 02 Sep 2021
From LSAT: The Progress and Challenges of Complex Reasoning Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan ELM 87 46 0 02 Aug 2021
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 85 66 0 28 Jul 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks Jinghui Qin Xiaodan Liang Yining Hong Jianheng Tang Liang Lin AIMat AAML 105 57 0 03 Jul 2021
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning Pan Lu Ran Gong Shibiao Jiang Liang Qiu Siyuan Huang Xiaodan Liang Song-Chun Zhu AIMat LRM 97 244 0 10 May 2021
SMART: A Situation Model for Algebra Story Problems via Attributed Grammar Yining Hong Qing Li Ran Gong Daniel Ciao Siyuan Huang Song-Chun Zhu AIMat 86 32 0 27 Dec 2020