Generate & Rank: A Multi-task Framework for Math Word Problems

7 September 2021

Jianhao Shen

Yichun Yin

Lin Li

Lifeng Shang

Xin Jiang

Ming Zhang

Qun Liu

AIMat

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Papers citing "Generate & Rank: A Multi-task Framework for Math Word Problems"

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LAMBADA: Backward Chaining for Automated Reasoning in Natural Language Seyed Mehran Kazemi Najoung Kim Deepti Bhatia Xinyuan Xu Deepak Ramachandran LRM 98 81 0 20 Dec 2022
Large Language Models are Better Reasoners with Self-Verification Yixuan Weng Minjun Zhu Fei Xia Bin Li Shizhu He Shengping Liu Bin Sun Kang Liu Jun Zhao ReLM LRM 80 227 0 19 Dec 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association Zhenwen Liang Jipeng Zhang Xiangliang Zhang AIMat 67 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 111 7 0 01 Dec 2022
Chaining Simultaneous Thoughts for Numerical Reasoning Zhihong Shao Fei Huang Minlie Huang AIMat AI4CE 63 18 0 29 Nov 2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems Yibin Shen Qianying Liu Zhuoyuan Mao Fei Cheng Sadao Kurohashi 49 8 0 29 Nov 2022
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems Kumar Shridhar Jakub Macina Mennatallah El-Assady Tanmay Sinha Manu Kapur Mrinmaya Sachan AIMat 98 48 0 23 Nov 2022
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data Xiao Li Sichen Liu Kaiwen Shi Jiangzhou Ju Yuzhong Qu Gong Cheng AIMat RALM LRM 70 16 0 23 Nov 2022
Consecutive Question Generation via Dynamic Multitask Learning Yun Li Sujian Li Xing Shi LRM 50 2 0 16 Nov 2022
Self-consistent Reasoning For Solving Math Word Problems Jing Xiong Zhongwei Wan Xiping Hu Min Yang Chengming Li ReLM LRM 101 11 0 27 Oct 2022
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models Alessandro Stolfo Zhijing Jin Kumar Shridhar Bernhard Schölkopf Mrinmaya Sachan ELM OOD LRM 142 66 0 21 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 68 23 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 63 1 0 13 Oct 2022
Generating Executable Action Plans with Environmentally-Aware Language Models Maitrey Gramopadhye D. Szafir LM&Ro LLMAG 100 24 0 10 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 81 5 0 21 Sep 2022
CodeT: Code Generation with Generated Tests Bei Chen Fengji Zhang A. Nguyen Daoguang Zan Zeqi Lin Jian-Guang Lou Weizhu Chen 105 349 0 21 Jul 2022
Making Large Language Models Better Reasoners with Step-Aware Verifier Yifei Li Zeqi Lin Shizhuo Zhang Qiang Fu B. Chen Jian-Guang Lou Weizhu Chen ReLM LRM 102 230 0 06 Jun 2022
Fault-Aware Neural Code Rankers J. Inala Chenglong Wang Mei Yang Andrés Codas Mark Encarnación Shuvendu K. Lahiri Madan Musuvathi Jianfeng Gao ALM 100 45 0 04 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 72 11 0 31 May 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training Xinyu Pi Wanjun Zhong Yan Gao Nan Duan Jian-Guang Lou NAI GAN LRM AI4CE 87 16 0 18 May 2022
Tackling Math Word Problems with Fine-to-Coarse Abstracting and Reasoning Ai Li Xueyao Jiang Bang Liu Jiaqing Liang Yanghua Xiao 53 3 0 17 May 2022
Unbiased Math Word Problems Benchmark for Mitigating Solving Bias Zhicheng YANG Jinghui Qin Jiaqi Chen Xiaodan Liang 158 13 0 17 May 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 587 3,757 0 21 Mar 2022
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction Zhanming Jie Jierui Li Wei Lu ReLM AIMat 72 76 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 975 9,784 0 28 Jan 2022
Explanatory Learning: Beyond Empiricism in Neural Networks Antonio Norelli Giorgio Mariani Luca Moschella Andrea Santilli Giambattista Parascandolo Simone Melzi Emanuele Rodolà 65 2 0 25 Jan 2022
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents Wenlong Huang Pieter Abbeel Deepak Pathak Igor Mordatch LM&Ro 124 1,129 0 18 Jan 2022
A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level Iddo Drori Sarah J. Zhang Reece Shuttleworth Leonard Tang Albert Lu ... J. Lynch A. Shporer Nakul Verma Eugene Wu G. Strang AIMat ReLM 135 153 0 31 Dec 2021
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 417 4,606 0 27 Oct 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 83 65 0 28 Jul 2021
WARM: A Weakly (+Semi) Supervised Model for Solving Math word Problems Oishik Chatterjee Isha Pandey Aashish Waikar Vishwajeet Kumar Ganesh Ramakrishnan AIMat OffRL 9 1 0 14 Apr 2021