Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks

3 July 2021

Xiaodan Liang

Papers citing "Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks"

30 / 30 papers shown

Title
A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem Solving Yi Zhang Guangyou Zhou Zhiwen Xie Jinjin Ma Jimmy Xiangji Huang AIMat 35 3 0 08 Jan 2025
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends Xin Zhang Victor S. Sheng AI4TS 26 3 0 07 Nov 2024
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models Dian Yu Baolin Peng Ye Tian Linfeng Song Haitao Mi Dong Yu ALM LRM 31 1 0 28 Aug 2024
LiteSearch: Efficacious Tree Search for LLM Ante Wang Linfeng Song Ye Tian Baolin Peng Dian Yu Haitao Mi Jinsong Su Dong Yu 39 14 0 29 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 16 5 0 14 Mar 2024
Softened Symbol Grounding for Neuro-symbolic Systems Zenan Li Yuan Yao Taolue Chen Jingwei Xu Chun Cao Xiaoxing Ma Jian Lu NAI 21 14 0 01 Mar 2024
Large Language Models for Mathematical Reasoning: Progresses and Challenges Janice Ahn Rishu Verma Renze Lou Di Liu Rui Zhang Wenpeng Yin LRM 36 113 0 31 Jan 2024
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems Shengzhe Xu Christo Kurisummoottil Thomas Omar Hashash Nikhil Muralidhar Walid Saad Naren Ramakrishnan 21 21 0 30 Jan 2024
An Expression Tree Decoding Strategy for Mathematical Equation Generation Wenqi Zhang Yongliang Shen Qingpeng Nong Zeqi Tan Zeqi Tan Yanna Ma Weiming Lu AIMat 21 4 0 14 Oct 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 25 13 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 25 11 0 24 Jun 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 19 7 0 08 May 2023
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 32 137 0 20 Dec 2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression Jiaqi Chen Tong Li Jinghui Qin Pan Lu Liang Lin Chongyu Chen Xiaodan Liang AIMat LRM 37 89 0 06 Dec 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association Zhenwen Liang Jipeng Zhang Xiangliang Zhang AIMat 16 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 10 8 0 01 Dec 2022
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data Xiao Li Yin Zhu Sichen Liu Jiangzhou Ju Yuzhong Qu Gong Cheng AIMat RALM LRM 8 15 0 23 Nov 2022
Self-consistent Reasoning For Solving Math Word Problems Jing Xiong Zhongwei Wan Xiping Hu Min Yang Chengming Li ReLM LRM 46 10 0 27 Oct 2022
Structure-Unified M-Tree Coding Solver for MathWord Problem Bin Wang Jiangzhou Ju Yang-Wen Fan Xinyu Dai Shujian Huang Jiajun Chen AIMat 35 7 0 22 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 14 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 20 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 13 11 0 31 May 2022
A Survey in Mathematical Language Processing Jordan Meadows André Freitas AIMat 11 15 0 30 May 2022
LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning Zhicheng YANG Jinghui Qin Jiaqi Chen Liang Lin Xiaodan Liang ReLM LRM 12 30 0 17 May 2022
Unbiased Math Word Problems Benchmark for Mitigating Solving Bias Zhicheng YANG Jinghui Qin Jiaqi Chen Xiaodan Liang 62 12 0 17 May 2022
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction Zhanming Jie Jierui Li Wei Lu ReLM AIMat 13 74 0 19 Mar 2022
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review Kyle Hamilton Aparna Nayak Bojan Bozic Luca Longo NAI 16 57 0 24 Feb 2022
Towards Tractable Mathematical Reasoning: Challenges, Strategies, and Opportunities for Solving Math Word Problems Keyur Faldu A. Sheth Prashant Kikani Manas Gaur Aditi Avasthi LRM 21 16 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 9 71 0 02 Sep 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 22 61 0 28 Jul 2021