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Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks

15 December 2020

Papers citing "Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks"

26 / 26 papers shown

Title
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting He Chang Chenchen Ye Zhulin Tao Jie Wu Zhengmao Yang Yunshan Ma Xianglin Huang Tat-Seng Chua AI4TS 73 2 0 16 Jul 2024
Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ming Sun Quanjiang Guo Ling Tian 116 1 0 17 May 2024
Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases Junheng Hao C. Ju Muhao Chen Yizhou Sun C. Zaniolo Wei Wang 71 19 0 07 Mar 2021
Analogous Process Structure Induction for Sub-event Sequence Prediction Hongming Zhang Muhao Chen Haoyu Wang Yangqiu Song Dan Roth AI4TS 43 47 0 16 Oct 2020
"What Are You Trying to Do?" Semantic Typing of Event Processes Muhao Chen Hongming Zhang Haoyu Wang Dan Roth 140 35 0 13 Oct 2020
Tensor Decompositions for temporal knowledge base completion Timothée Lacroix G. Obozinski Nicolas Usunier 50 260 0 10 Apr 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 300 1,998 0 02 Feb 2020
Diachronic Embedding for Temporal Knowledge Graph Completion Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 82 354 0 06 Jul 2019
Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach Changjun Fan Li Zeng Yuhui Ding Muhao Chen Yizhou Sun Zhong Liu GNN 77 68 0 24 May 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 108 2,140 0 26 Feb 2019
TuckER: Tensor Factorization for Knowledge Graph Completion Ivana Balazevic Carl Allen Timothy M. Hospedales 76 729 0 28 Jan 2019
Incorporating Structured Commonsense Knowledge in Story Completion Jiaao Chen Jianshu Chen Zhou Yu 63 68 0 01 Nov 2018
Learning Sequence Encoders for Temporal Knowledge Graph Completion Alberto García-Durán Sebastijan Dumancic Mathias Niepert 252 410 0 10 Sep 2018
Sequential Copying Networks Qingyu Zhou Nan Yang Furu Wei M. Zhou 68 48 0 06 Jul 2018
Embedding Models for Episodic Knowledge Graphs Yunpu Ma Volker Tresp Erik A. Daxberger KELM 77 119 0 30 Jun 2018
SimplE Embedding for Link Prediction in Knowledge Graphs Seyed Mehran Kazemi David Poole 76 719 0 13 Feb 2018
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 191 2,629 0 05 Jul 2017
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs Rakshit S. Trivedi H. Dai Yichen Wang Le Song BDL 83 478 0 16 May 2017
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings He He Anusha Balakrishnan Mihail Eric Percy Liang 88 202 0 24 Apr 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 194 4,831 0 17 Mar 2017
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 148 779 0 22 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 662 29,156 0 09 Sep 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 95 2,984 0 20 Jun 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 206 1,540 0 21 Mar 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 126 3,060 0 09 Jun 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 107 3,203 0 20 Dec 2014