1 code implementation • LREC 2022 • Reem Alghamdi, Zhenwen Liang, Xiangliang Zhang
In addition, a transfer learning model is built to let the high-resource Chinese MWP solver promote the performance of the low-resource Arabic MWP solver.
1 code implementation • Findings (EMNLP) 2021 • Zhenwen Liang, Xiangliang Zhang
Many existing works have demonstrated that language is a helpful guider for image understanding by neural networks.
1 code implementation • 1 Dec 2022 • Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang
In this paper, we design a new training framework for an MWP solver by introducing a solution buffer and a solution discriminator.
1 code implementation • 1 Dec 2022 • Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang
In this paper, we propose to build a novel MWP solver by leveraging analogical MWPs, which advance the solver's generalization ability across different kinds of MWPs.
no code implementations • 30 Dec 2021 • Yingquan Li, Zhenwen Liang, Ibrahima N'Doye, Xiangliang Zhang, Mohamed-Slim Alouini, Taous-Meriem Laleg-Kirati
Light-Emitting Diodes (LEDs) based underwater optical wireless communications (UOWCs), a technology with low latency and high data rates, have attracted significant importance for underwater robots.
1 code implementation • Findings (NAACL) 2022 • Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang
Math word problem (MWP) solving faces a dilemma in number representation learning.
Ranked #3 on Math Word Problem Solving on MathQA