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NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset


Oct 14, 2021
Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim

* Findings of EMNLP 2021. Code will be released at: https://github.com/Don-Joey/NoahQA 

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MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers


Sep 18, 2021
Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim

* 9 pages, 2 figures 

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Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning


Jun 07, 2021
Yiqin Yang, Xiaoteng Ma, Chenghao Li, Zewu Zheng, Qiyuan Zhang, Gao Huang, Jun Yang, Qianchuan Zhao

* The first two authors contributed equally to the work 

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Distributional Soft Actor Critic for Risk Sensitive Learning


Apr 30, 2020
Xiaoteng Ma, Qiyuan Zhang, Li Xia, Zhengyuan Zhou, Jun Yang, Qianchuan Zhao


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