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GNN is a Counter? Revisiting GNN for Question Answering


Oct 07, 2021
Kuan Wang, Yuyu Zhang, Diyi Yang, Le Song, Tao Qin


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Speeding up Computational Morphogenesis with Online Neural Synthetic Gradients


Apr 27, 2021
Yuyu Zhang, Heng Chi, Binghong Chen, Tsz Ling Elaine Tang, Lucia Mirabella, Le Song, Glaucio H. Paulino

* Accepted by IJCNN 2021 

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DDRQA: Dynamic Document Reranking for Open-domain Multi-hop Question Answering


Sep 16, 2020
Yuyu Zhang, Ping Nie, Arun Ramamurthy, Le Song


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Question Directed Graph Attention Network for Numerical Reasoning over Text


Sep 16, 2020
Kunlong Chen, Weidi Xu, Xingyi Cheng, Zou Xiaochuan, Yuyu Zhang, Le Song, Taifeng Wang, Yuan Qi, Wei Chu

* Accepted at EMNLP 2020 

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DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding


Feb 28, 2020
Yuyu Zhang, Ping Nie, Xiubo Geng, Arun Ramamurthy, Le Song, Daxin Jiang


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Efficient Probabilistic Logic Reasoning with Graph Neural Networks


Feb 04, 2020
Yuyu Zhang, Xinshi Chen, Yuan Yang, Arun Ramamurthy, Bo Li, Yuan Qi, Le Song


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Can Graph Neural Networks Help Logic Reasoning?


Jun 27, 2019
Yuyu Zhang, Xinshi Chen, Yuan Yang, Arun Ramamurthy, Bo Li, Yuan Qi, Le Song


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