1 code implementation • 19 Dec 2020 • Yining Hong, Qing Li, Daniel Ciao, Siyuan Huang, Song-Chun Zhu
To generate more diverse solutions, \textit{tree regularization} is applied to guide the efficient shrinkage and exploration of the solution space, and a \textit{memory buffer} is designed to track and save the discovered various fixes for each problem.
Ranked #1 on Math Word Problem Solving on Math23K (weakly-supervised metric)
no code implementations • 27 Dec 2020 • Yining Hong, Qing Li, Ran Gong, Daniel Ciao, Siyuan Huang, Song-Chun Zhu
Solving algebra story problems remains a challenging task in artificial intelligence, which requires a detailed understanding of real-world situations and a strong mathematical reasoning capability.