Math word problem generation via disentangled memory retrieval

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

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....