Math word problem generation via disentangled memory retrieval

• Main Authors: QIN, Wei, WANG, Xiaowei, HU, Zhenzhen, WANG, Lei, LAN, Yunshi, HONG, Richang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Memory; math word problem; retrieval; text generation; Artificial Intelligence and Robotics; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/lkcsb_research/7487; https://ink.library.smu.edu.sg/context/lkcsb_research/article/8486/viewcontent/MathWordProblem_av.pdf
• Institution: Singapore Management University

The task of math word problem (MWP) generation, which generates an MWP given an equation and relevant topic words, has increasingly attracted researchers’ attention. In this work, we introduce a simple memory retrieval module to search related training MWPs, which are used to augment the generation....