Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 839 papers shown

Title
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View Ren Li Yanan Cao Qiannan Zhu Guanqun Bi Fang Fang Yi Liu Qian Li 29 68 0 24 Sep 2021
Temporal Knowledge Graph Completion using Box Embeddings Johannes Messner Ralph Abboud .Ismail .Ilkan Ceylan 31 105 0 18 Sep 2021
Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion Prithviraj Sen B. W. Carvalho Ibrahim Abdelaziz Pavan Kapanipathi F. Luus Salim Roukos Alexander G. Gray NAI 42 6 0 16 Sep 2021
SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models Simon Ott Christian Meilicke Matthias Samwald AI4CE 36 29 0 16 Sep 2021
Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information Jian Cui Kwanwoo Kim S. Na Seung-Eui Shin 30 25 0 13 Sep 2021
r-GAT: Relational Graph Attention Network for Multi-Relational Graphs Meiqi Chen Yuan Zhang Xiaoyu Kou Yuntao Li Yan Zhang GNN 24 16 0 13 Sep 2021
Integrating Approaches to Word Representation Yuval Pinter NAI 53 5 0 10 Sep 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 76 152 0 09 Sep 2021
Knowledge Base Completion Meets Transfer Learning Vid Kocijan Thomas Lukasiewicz 18 5 0 30 Aug 2021
A Temporal Knowledge Graph Completion Method Based on Balanced Timestamp Distribution Kangzheng Liu Yuhong Zhang 27 3 0 30 Aug 2021
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network Junkang Wu Wentao Shi Xuezhi Cao Jiawei Chen Wenqiang Lei Fuzheng Zhang Wei Wu Xiangnan He 26 67 0 22 Aug 2021
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs Yao Zhang Peiyao Li Hongru Liang Adam Jatowt Zhenglu Yang ReLM 22 5 0 17 Aug 2021
Knowledge Graph Reasoning with Relational Digraph Yongqi Zhang Quanming Yao GNN 30 121 0 13 Aug 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion Yixin Cao Xiang Ji Xin Lv Juan-Zi Li Yonggang Wen Hanwang Zhang 16 26 0 03 Aug 2021
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation Haotian Li Yong Wang Songheng Zhang Yangqiu Song Huamin Qu 52 83 0 27 Jul 2021
Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning Shuangjia Zheng Sijie Mai Ya Sun Haifeng Hu Yuedong Yang 38 21 0 26 Jul 2021
A Survey of Knowledge Graph Embedding and Their Applications Shivani Choudhary Tarun Luthra Ashima Mittal Rajat Singh 42 52 0 16 Jul 2021
EchoEA: Echo Information between Entities and Relations for Entity Alignment X. Lin E. Haihong Wenyu Song Haoran Luo 33 4 0 07 Jul 2021
Bilinear Scoring Function Search for Knowledge Graph Learning Yongqi Zhang Quanming Yao James T. Kwok 12 19 0 01 Jul 2021
Convolutional Hypercomplex Embeddings for Link Prediction Caglar Demir Diego Moussallem Stefan Heindorf A. N. Ngomo 15 19 0 29 Jun 2021
Pairing Conceptual Modeling with Machine Learning W. Maass V. Storey HAI 27 33 0 27 Jun 2021
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods Mohammad Javad Saeedizade Najmeh Torabian B. Minaei-Bidgoli 27 5 0 27 Jun 2021
OKGIT: Open Knowledge Graph Link Prediction with Implicit Types Chandrahas Partha P. Talukdar 34 15 0 24 Jun 2021
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs Mikhail Galkin E. Denis Jiapeng Wu William L. Hamilton OCL 28 86 0 23 Jun 2021
Node Classification Meets Link Prediction on Knowledge Graphs Ralph Abboud .Ismail .Ilkan Ceylan 16 3 0 14 Jun 2021
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding Hidetaka Kamigaito Katsuhiko Hayashi 21 11 0 14 Jun 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 33 300 0 13 Jun 2021
Inter-domain Multi-relational Link Prediction Luu Huu Phuc Koh Takeuchi Seiji Okajima A. Tolmachev T. Takebayashi Koji Maruhashi H. Kashima 48 0 0 11 Jun 2021
Timestamping Documents and Beliefs Swayambhu Nath Ray 29 1 0 09 Jun 2021
Representing Syntax and Composition with Geometric Transformations Lorenzo Bertolini Julie Weeds David J. Weir Qiwei Peng 25 2 0 03 Jun 2021
A Systematic Investigation of KB-Text Embedding Alignment at Scale Vardaan Pahuja Yu Gu Wenhu Chen M. Bahrami Lei Liu Wei-Peng Chen Yu-Chuan Su 26 2 0 03 Jun 2021
Causal Discovery in Knowledge Graphs by Exploiting Asymmetric Properties of Non-Gaussian Distributions Rohan Giriraj Sinnu Susan Thomas CML 31 0 0 02 Jun 2021
Relational Reasoning Networks G. Marra Michelangelo Diligenti Francesco Giannini NAI 41 4 0 01 Jun 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs Zixuan Li Xiaolong Jin Saiping Guan Wei Li Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 38 105 0 01 Jun 2021
Out-of-Vocabulary Entities in Link Prediction Caglar Demir A. N. Ngomo 19 5 0 26 May 2021
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion Haipeng Gao Kun Yang Yuxue Yang R. Zakari Jim Wilson Owusu Ke Qin 23 19 0 19 May 2021
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes Sumit Pai Luca Costabello 18 18 0 18 May 2021
Link Prediction on N-ary Relational Facts: A Graph-based Approach Quan Wang Haifeng Wang Yajuan Lyu Yong Zhu 26 46 0 18 May 2021
Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery Stephen Bonner Ian P Barrett Cheng Ye Rowan Swiers Ola Engkvist Charles Tapley Hoyt William L. Hamilton 63 51 0 17 May 2021
Neural-Symbolic Commonsense Reasoner with Relation Predictors Farhad Moghimifar Lizhen Qu Terry Yue Zhuo Gholamreza Haffari Mahsa Baktashmotlagh ReLM NAI LRM 30 11 0 14 May 2021
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model Wen Zhang Chi-Man Wong Ganqiang Ye Bo Wen Wei Zhang Huajun Chen 16 21 0 02 May 2021
An Adversarial Transfer Network for Knowledge Representation Learning Huijuan Wang Shuangyin Li Rong Pan GAN 33 5 0 30 Apr 2021
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion Guanglin Niu Yang Li Chengguang Tang Ruiying Geng Jian Dai Qiao Liu Hao Wang Jian Sun Fei Huang Luo Si 33 88 0 27 Apr 2021
A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking Shuai Wang Penghui Wei Jiahao Zhao Wenji Mao KELM 34 0 0 27 Apr 2021
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case Natalia Díaz Rodríguez Alberto Lamas Jules Sanchez Gianni Franchi Ivan Donadello Siham Tabik David Filliat P. Cruz Rosana Montes Francisco Herrera 54 77 0 24 Apr 2021
Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding Shimin Di Quanming Yao Yongqi Zhang Lei Chen 44 16 0 22 Apr 2021
Searching to Sparsify Tensor Decomposition for N-ary Relational Data Shimin Di Quanming Yao Lei Chen 29 39 0 21 Apr 2021
Link Prediction on N-ary Relational Data Based on Relatedness Evaluation Saiping Guan Xiaolong Jin Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 39 27 0 21 Apr 2021
Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning Zixuan Li Xiaolong Jin Wei Li Saiping Guan Jiafeng Guo Huawei Shen Yuanzhuo Wang Xueqi Cheng 28 259 0 21 Apr 2021
HYPER^2: Hyperbolic Poincare Embedding for Hyper-Relational Link Prediction Shiyao Yan Zequn Zhang Xian Sun Guangluan Xu Li Jin Shuchao Li 36 0 0 20 Apr 2021