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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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