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A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation


Oct 23, 2020
Dinghan Shen, Mingzhi Zheng, Yelong Shen, Yanru Qu, Weizhu Chen

* Source code is available at: https://github.com/dinghanshen/cutoff 

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CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding


Oct 16, 2020
Yanru Qu, Dinghan Shen, Yelong Shen, Sandra Sajeev, Jiawei Han, Weizhu Chen


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Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning


Sep 30, 2020
Yuning Mao, Yanru Qu, Yiqing Xie, Xiang Ren, Jiawei Han

* EMNLP 2020 

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GIKT: A Graph-based Interaction Model for Knowledge Tracing


Sep 13, 2020
Yang Yang, Jian Shen, Yanru Qu, Yunfei Liu, Kerong Wang, Yaoming Zhu, Weinan Zhang, Yong Yu

* 16 pages,2 figures, ECMLPKDD2020 

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Dynamically Fused Graph Network for Multi-hop Reasoning


Jun 06, 2019
Yunxuan Xiao, Yanru Qu, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu

* Accepted by ACL 19 

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TGE-PS: Text-driven Graph Embedding with Pairs Sampling


Sep 12, 2018
Liheng Chen, Yanru Qu, Zhenghui Wang, Lin Qiu, Weinan Zhang, Ken Chen, Shaodian Zhang, Yong Yu


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Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data


Jul 01, 2018
Yanru Qu, Bohui Fang, Weinan Zhang, Ruiming Tang, Minzhe Niu, Huifeng Guo, Yong Yu, Xiuqiang He


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Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition


Apr 28, 2018
Zhenghui Wang, Yanru Qu, Liheng Chen, Jian Shen, Weinan Zhang, Shaodian Zhang, Yimei Gao, Gen Gu, Ken Chen, Yong Yu

* NAACL HLT 2018 

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QA4IE: A Question Answering based Framework for Information Extraction


Apr 10, 2018
Lin Qiu, Hao Zhou, Yanru Qu, Weinan Zhang, Suoheng Li, Shu Rong, Dongyu Ru, Lihua Qian, Kewei Tu, Yong Yu


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Wasserstein Distance Guided Representation Learning for Domain Adaptation


Mar 09, 2018
Jian Shen, Yanru Qu, Weinan Zhang, Yong Yu

* The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018) 

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Product-based Neural Networks for User Response Prediction


Nov 01, 2016
Yanru Qu, Han Cai, Kan Ren, Weinan Zhang, Yong Yu, Ying Wen, Jun Wang

* 6 pages, 5 figures, ICDM2016 

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