Adversarial Examples for Evaluating Math Word Problem Solvers

Adversarial Examples for Evaluating Math Word Problem Solvers

13 September 2021

Rishabh Maheshwary

Papers citing "Adversarial Examples for Evaluating Math Word Problem Solvers"

19 / 19 papers shown

Title
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graphs Hanzhu Chen Xu Shen Qitan Lv Jie Wang Xiaoqi Ni Jieping Ye 22 8 0 22 Sep 2024
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline Yifan Xu Xiao Liu Xinghan Liu Zhenyu Hou Yueyan Li ... Aohan Zeng Zhengxiao Du Wenyi Zhao Jie Tang Yuxiao Dong LRM 36 34 0 03 Apr 2024
From Text to Multimodal: A Comprehensive Survey of Adversarial Example Generation in Question Answering Systems Gulsum Yigit M. Amasyalı AAML 15 0 0 26 Dec 2023
Expression Syntax Information Bottleneck for Math Word Problems Jing Xiong Chengming Li Min Yang Xiping Hu Bin Hu 17 5 0 24 Oct 2023
MathAttack: Attacking Large Language Models Towards Math Solving Ability Zihao Zhou Qiufeng Wang Mingyu Jin Jie Yao Jianan Ye Wei Liu Wei Wang Xiaowei Huang Kaizhu Huang AAML 27 22 0 04 Sep 2023
Explaining Math Word Problem Solvers Abby Newcomb Jugal Kalita 6 1 0 24 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
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
FERMAT: An Alternative to Accuracy for Numerical Reasoning Jasivan Sivakumar N. Moosavi ReLM LRM 35 3 0 27 May 2023
Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning Qianying Liu Dongsheng Yang Wenjie Zhong Fei Cheng Sadao Kurohashi AIMat 28 0 0 12 May 2023
Large Language Models Can Be Easily Distracted by Irrelevant Context Freda Shi Xinyun Chen Kanishka Misra Nathan Scales David Dohan Ed H. Chi Nathanael Scharli Denny Zhou ReLM RALM LRM 28 526 0 31 Jan 2023
Textual Enhanced Contrastive Learning for Solving Math Word Problems Yibin Shen Qianying Liu Zhuoyuan Mao Fei Cheng Sadao Kurohashi 6 8 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 15 5 0 14 Nov 2022
Self-consistent Reasoning For Solving Math Word Problems Jing Xiong Zhongwei Wan Xiping Hu Min Yang Chengming Li ReLM LRM 46 11 0 27 Oct 2022
Improving Compositional Generalization in Math Word Problem Solving Yunshi Lan Lei Wang Jingwu Jiang Ee-Peng Lim 66 7 0 03 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 21 11 0 31 May 2022
Unbiased Math Word Problems Benchmark for Mitigating Solving Bias Zhicheng YANG Jinghui Qin Jiaqi Chen Xiaodan Liang 97 12 0 17 May 2022
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers Vivek Kumar Rishabh Maheshwary Vikram Pudi AIMat 20 14 0 30 Apr 2022
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 245 914 0 21 Apr 2018