MWPToolkit: An open-source framework for deep learning-based math word problem solvers

• Main Authors: LAN, Yihuai, WANG, Lei, ZHANG, Qiyuan, LAN, Yunshi, DAI, Bing Tian, WANG, Yan, ZHANG, Dongxiang, Ee-peng LIM
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Math Word Problem Solving; Deep Learning; Toolkit; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/7680; https://ink.library.smu.edu.sg/context/sis_research/article/8683/viewcontent/MWPToolkit.pdf
• Institution: Singapore Management University

While Math Word Problem (MWP) solving has emerged as a popular field of study and made great progress in recent years, most existing methods are benchmarked solely on one or two datasets and implemented with different configurations. In this paper, we introduce the first open-source library for solv...