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Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL


Aug 02, 2021
Junyang Huang, Yongbo Wang, Yongliang Wang, Yang Dong, Yanghua Xiao


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Revisiting the Negative Data of Distantly Supervised Relation Extraction


May 21, 2021
Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao


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A Question-answering Based Framework for Relation Extraction Validation


Apr 07, 2021
Jiayang Cheng, Haiyun Jiang, Deqing Yang, Yanghua Xiao


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LOREN: Logic Enhanced Neural Reasoning for Fact Verification


Dec 25, 2020
Jiangjie Chen, Qiaoben Bao, Jiaze Chen, Changzhi Sun, Hao Zhou, Yanghua Xiao, Lei Li


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InSRL: A Multi-view Learning Framework Fusing Multiple Information Sources for Distantly-supervised Relation Extraction


Dec 17, 2020
Zhendong Chu, Haiyun Jiang, Yanghua Xiao, Wei Wang

* 7 pages, 5 figures 

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Complex Relation Extraction: Challenges and Opportunities


Dec 09, 2020
Haiyun Jiang, Qiaoben Bao, Qiao Cheng, Deqing Yang, Li Wang, Yanghua Xiao

* 7 pages 

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Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning


Oct 19, 2020
Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao

* EMNLP 2020 

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Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty


Jun 19, 2020
Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen

* IJCAI 2019 

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A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention


Jun 18, 2020
Deqing Yang, Zengcun Song, Lvxin Xue, Yanghua Xiao

* SIGIR 2020 

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Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation


Jun 12, 2020
Wenjing Meng, Deqing Yang, Yanghua Xiao


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Attacking Recommender Systems with Augmented User Profiles


May 17, 2020
Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang

* 10 pages, 2 figures 

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Collective Loss Function for Positive and Unlabeled Learning


May 06, 2020
Chenhao Xie, Qiao Cheng, Jiaqing Liang, Lihan Chen, Yanghua Xiao


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Interpretable Text Classification Using CNN and Max-pooling


Oct 14, 2019
Hao Cheng, Xiaoqing Yang, Zang Li, Yanghua Xiao, Yucheng Lin


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Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks


Aug 28, 2019
Yuting Ye, Xuwu Wang, Jiangchao Yao, Kunyang Jia, Jingren Zhou, Yanghua Xiao, Hongxia Yang

* 25 pages, 5 figures, 10 tables. CIKM 2019 

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Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation


May 29, 2019
Jiangjie Chen, Ao Wang, Haiyun Jiang, Suo Feng, Chenguang Li, Yanghua Xiao

* ACL 2019 

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KBQA: Learning Question Answering over QA Corpora and Knowledge Bases


Mar 06, 2019
Wanyun Cui, Yanghua Xiao, Haixun Wang, Yangqiu Song, Seung-won Hwang, Wei Wang

* Proceedings of the VLDB Endowment, Volume 10 Issue 5, January 2017 

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CN-Probase: A Data-driven Approach for Large-scale Chinese Taxonomy Construction


Feb 27, 2019
Jindong Chen, Ao Wang, Jiangjie Chen, Yanghua Xiao, Zhendong Chu, Jingping Liu, Jiaqing Liang, Wei Wang


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Deep Short Text Classification with Knowledge Powered Attention


Feb 21, 2019
Jindong Chen, Yizhou Hu, Jingping Liu, Yanghua Xiao, Haiyun Jiang


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Verb Pattern: A Probabilistic Semantic Representation on Verbs


Oct 20, 2017
Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang

* 7 pages, 3 figures, camera-ready version published on AAAI 2016 

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