Search Results for author: Zhenwen Liang

Found 6 papers, 5 papers with code

ArMATH: a Dataset for Solving Arabic Math Word Problems

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.

Transfer Learning

Generalizing Math Word Problem Solvers via Solution Diversification

1 code implementation1 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.

Analogical Math Word Problems Solving with Enhanced Problem-Solution Association

1 code implementation1 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.

Association Question Answering

Data-Driven State Estimation for Light-Emitting Diode Underwater Optical Communication

no code implementations30 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.

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