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Deep Learning Schema-based Event Extraction: Literature Review and Current Trends


Jul 22, 2021
Qian Li, Hao Peng, Jianxin Li, Yiming Hei, Rui Sun, Jiawei Sheng, Shu Guo, Lihong Wang, Philip S. Yu


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CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction


Jul 04, 2021
Jiawei Sheng, Shu Guo, Bowen Yu, Qian Li, Yiming Hei, Lihong Wang, Tingwen Liu, Hongbo Xu

* 11 pages, 2 figures 

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Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations


Jun 23, 2021
Qian Li, Hao Peng, Jianxin Li, Yuanxing Ning, Lihong Wang, Philip S. Yu, Zheng Wang


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Attend and Select: A Segment Attention based Selection Mechanism for Microblog Hashtag Generation


Jun 06, 2021
Qianren Mao, Xi Li, Hao Peng, Bang Liu, Shu Guo, Jianxin Li, Lihong Wang, Philip S. Yu


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Adaptive Attentional Network for Few-Shot Knowledge Graph Completion


Oct 19, 2020
Jiawei Sheng, Shu Guo, Zhenyu Chen, Juwei Yue, Lihong Wang, Tingwen Liu, Hongbo Xu

* 11 pages, 3 figures 

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Forming an Electoral College for a Graph: a Heuristic Semi-supervised Learning Framework


Jun 10, 2020
Chen Li, Xutan Peng, Hao Peng, Jianxin Li, Lihong Wang, Philip S. Yu


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Dynamic Network Embedding via Incremental Skip-gram with Negative Sampling


Jun 09, 2019
Hao Peng, Jianxin Li, Hao Yan, Qiran Gong, Senzhang Wang, Lin Liu, Lihong Wang, Xiang Ren

* Accepted by China Science Information Science. arXiv admin note: text overlap with arXiv:1811.05932 by other authors 

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Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification


Jun 09, 2019
Hao Peng, Jianxin Li, Qiran Gong, Senzhang Wang, Lifang He, Bo Li, Lihong Wang, Philip S. Yu


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Graph Convolutional Neural Networks via Motif-based Attention


Nov 11, 2018
Hao Peng, Jianxin Li, Qiran Gong, Yuanxing Ning, Lihong Wang


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Hierarchical Attention Networks for Knowledge Base Completion via Joint Adversarial Training


Oct 14, 2018
Chen Li, Xutan Peng, Shanghang Zhang, Jianxin Li, Lihong Wang


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Inferring Multiplex Diffusion Network via Multivariate Marked Hawkes Process


Aug 24, 2018
Peiyuan Suny, Jianxin Li, Yongyi Mao, Richong Zhang, Lihong Wang


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Knowledge Graph Embedding with Iterative Guidance from Soft Rules


Nov 30, 2017
Shu Guo, Quan Wang, Lihong Wang, Bin Wang, Li Guo

* To appear in AAAI 2018 

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