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Variational Interpretable Learning from Multi-view Data



Lin Qiu , Lynn Lin , Vernon M. Chinchilli

* arXiv admin note: substantial text overlap with arXiv:2003.04292 by other authors. text overlap with arXiv:1802.06765 by other authors 

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Learning Logic Rules for Document-level Relation Extraction



Dongyu Ru , Changzhi Sun , Jiangtao Feng , Lin Qiu , Hao Zhou , Weinan Zhang , Yong Yu , Lei Li

* Appear at EMNLP 2021 main conference 

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Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection



Zhenguang Liu , Peng Qian , Xiaoyang Wang , Yuan Zhuang , Lin Qiu , Xun Wang

* This paper has been accepted by TKDE 2021 

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NeurT-FDR: Controlling FDR by Incorporating Feature Hierarchy



Lin Qiu , Nils Murrugarra-Llerena , Vítor Silva , Lin Lin , Vernon M. Chinchilli


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Glancing Transformer for Non-Autoregressive Neural Machine Translation



Lihua Qian , Hao Zhou , Yu Bao , Mingxuan Wang , Lin Qiu , Weinan Zhang , Yong Yu , Lei Li

* 11 pages, 3 figures, 4 tables 

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Deep Latent Variable Model for Longitudinal Group Factor Analysis



Lin Qiu , Vernon M. Chinchilli , Lin Lin


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Probabilistic Canonical Correlation Analysis for Sparse Count Data



Lin Qiu , Vernon M. Chinchilli


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Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space



Dongyu Ru , Yating Luo , Lin Qiu , Hao Zhou , Lei Li , Weinan Zhang , Yong Yu

* 10 pages, 3 figures, 4 tables 

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Dynamically Fused Graph Network for Multi-hop Reasoning



Yunxuan Xiao , Yanru Qu , Lin Qiu , Hao Zhou , Lei Li , Weinan Zhang , Yong Yu

* Accepted by ACL 19 

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Triple-to-Text: Converting RDF Triples into High-Quality Natural Languages via Optimizing an Inverse KL Divergence



Yaoming Zhu , Juncheng Wan , Zhiming Zhou , Liheng Chen , Lin Qiu , Weinan Zhang , Xin Jiang , Yong Yu


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