Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 839 papers shown

Title
Populating Web Scale Knowledge Graphs using Distantly Supervised Relation Extraction and Validation Sarthak Dash Michael R. Glass A. Gliozzo Mustafa Canim 26 3 0 21 Aug 2019
Unsupervised Hierarchical Grouping of Knowledge Graph Entities Sameh K. Mohamed OCL 11 6 0 20 Aug 2019
LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules M. Nayyeri Chengjin Xu Jens Lehmann H. S. Yazdi NAI 17 15 0 20 Aug 2019
Distributional Negative Sampling for Knowledge Base Completion Sarthak Dash A. Gliozzo 19 8 0 16 Aug 2019
HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion Prodromos Kolyvakis Alexandros Kalousis D. Kiritsis 25 44 0 14 Aug 2019
A Relational Memory-based Embedding Model for Triple Classification and Search Personalization Dai Quoc Nguyen T. Nguyen Dinh Q. Phung KELM 27 22 0 13 Jul 2019
Diachronic Embedding for Temporal Knowledge Graph Completion Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 29 341 0 06 Jul 2019
Augmenting and Tuning Knowledge Graph Embeddings Robert Bamler Farnood Salehi Stephan Mandt 19 7 0 01 Jul 2019
Ekar: An Explainable Method for Knowledge Aware Recommendation Weiping Song Zhijian Duan Ziqing Yang Haozhe Zhu Ming Zhang Jian Tang CML 29 15 0 22 Jun 2019
Probabilistic Logic Neural Networks for Reasoning Meng Qu Jian Tang 30 160 0 20 Jun 2019
Cognitive Knowledge Graph Reasoning for One-shot Relational Learning Zhengxiao Du Chang Zhou Ming Ding Hongxia Yang Jie Tang ReLM LRM 27 24 0 13 Jun 2019
E3: Entailment-driven Extracting and Editing for Conversational Machine Reading Victor Zhong Luke Zettlemoyer 33 28 0 12 Jun 2019
Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings Alexander I. Cowen-Rivers Pasquale Minervini Tim Rocktaschel Matko Bosnjak Sebastian Riedel Jun Wang BDL 31 4 0 12 Jun 2019
WikiDataSets: Standardized sub-graphs from Wikidata Armand Boschin Thomas Bonald 15 8 0 11 Jun 2019
Multi-view Knowledge Graph Embedding for Entity Alignment Qingheng Zhang Zequn Sun Wei Hu Muhao Chen Lingbing Guo Yuzhong Qu AI4TS 21 250 0 06 Jun 2019
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs Deepak Nathani Jatin Chauhan Charu Sharma Manohar Kaul 31 483 0 04 Jun 2019
Pykg2vec: A Python Library for Knowledge Graph Embedding S. Yu Sujit Rokka Chhetri A. Canedo Palash Goyal Mohammad Abdullah Al Faruque SLR GP 11 34 0 04 Jun 2019
Relation Embedding with Dihedral Group in Knowledge Graph Canran Xu Ruijiang Li 14 73 0 03 Jun 2019
Knowledge Hypergraphs: Prediction Beyond Binary Relations Bahare Fatemi Perouz Taslakian David Vazquez David Poole 18 18 0 01 Jun 2019
Neural Consciousness Flow Xiaoran Xu Wei Feng Zhiqing Sun Zhihong Deng GNN AI4CE 27 2 0 30 May 2019
Representation Learning for Dynamic Graphs: A Survey Seyed Mehran Kazemi Rishab Goel Kshitij Jain I. Kobyzev Akshay Sethi Peter Forsyth Pascal Poupart AI4TS AI4CE GNN 29 447 0 27 May 2019
Path Ranking with Attention to Type Hierarchies Weiyu Liu A. Daruna Z. Kira Sonia Chernova AIMat 19 13 0 26 May 2019
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs Afshin Sadeghi D. Graux H. S. Yazdi Jens Lehmann 19 15 0 25 May 2019
Multi-relational Poincaré Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales 27 265 0 23 May 2019
GMNN: Graph Markov Neural Networks Meng Qu Yoshua Bengio Jian Tang BDL GNN 22 288 0 15 May 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs Lingbing Guo Zequn Sun Wei Hu 28 262 0 13 May 2019
Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications Pouya Pezeshkpour Yifan Tian Sameer Singh KELM AAML 20 73 0 02 May 2019
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Wenyuan Dai Lei Chen 11 79 0 26 Apr 2019
Quaternion Knowledge Graph Embeddings Shuai Zhang Yi Tay Lina Yao Qi Liu 23 456 0 23 Apr 2019
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs Woojeong Jin Changlin Zhang Pedro A. Szekely Xiang Ren GNN 17 60 0 11 Apr 2019
Graph Pattern Entity Ranking Model for Knowledge Graph Completion Takuma Ebisu R. Ichise 9 18 0 05 Apr 2019
Defeats GAN: A Simpler Model Outperforms in Knowledge Representation Learning Heng Wang Mingzhi Mao 11 0 0 03 Apr 2019
Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective Hung Nghiep Tran Atsuhiro Takasu 11 20 0 27 Mar 2019
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning Wen Zhang B. Paudel Liang Wang Jiaoyan Chen Hai Zhu Wei Zhang Abraham Bernstein Huajun Chen 21 197 0 21 Mar 2019
Learning When Not to Answer: A Ternary Reward Structure for Reinforcement Learning based Question Answering Fréderic Godin Anjishnu Kumar Arpit Mittal 30 19 0 26 Feb 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 32 2,088 0 26 Feb 2019
Variational Quantum Circuit Model for Knowledge Graphs Embedding Yunpu Ma Volker Tresp Liming Zhao Yuyi Wang 18 21 0 19 Feb 2019
SCEF: A Support-Confidence-aware Embedding Framework for Knowledge Graph Refinement Yu Zhao Ji Liu 13 5 0 18 Feb 2019
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization Ankur Padia K. Kalpakis Francis Ferraro Timothy W. Finin 10 17 0 08 Feb 2019
Binarized Knowledge Graph Embeddings Koki Kishimoto Katsuhiko Hayashi Genki Akai Masashi Shimbo Kazunori Komatani MQ 22 11 0 08 Feb 2019
A Relational Tucker Decomposition for Multi-Relational Link Prediction Yanjie Wang Samuel Broscheit Rainer Gemulla 14 5 0 03 Feb 2019
TuckER: Tensor Factorization for Knowledge Graph Completion Ivana Balazevic Carl Allen Timothy M. Hospedales 36 714 0 28 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 37 5,416 0 20 Dec 2018
TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph Feiliang Ren Yining Hou Yan Li Lingfeng Pan Yi Zhang ... Yongkang Liu Yu Guo Rongsheng Zhao Ruicheng Ming Huiming Wu 18 2 0 17 Dec 2018
Embedding Cardinality Constraints in Neural Link Predictors Emir Muñoz Pasquale Minervini Matthias Nickles 6 2 0 16 Dec 2018
Interpretable Graph Convolutional Neural Networks for Inference on Noisy Knowledge Graphs Daniel Neil Joss Briody A. Lacoste Aaron Sim Páidí Creed Amir Saffari GNN 70 35 0 01 Dec 2018
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs Dimitris Berberidis G. Giannakis 8 18 0 27 Nov 2018
Embedding Uncertain Knowledge Graphs X. Chen Muhao Chen Weijia Shi Yizhou Sun C. Zaniolo 29 116 0 26 Nov 2018
Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference Masashi Yoshikawa K. Mineshima Hiroshi Noji D. Bekki 27 11 0 15 Nov 2018
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion Mingmin Zhen Jinglu Wang Lei Zhou Jinbo Bi Tian Fang Long Quan GNN 22 584 0 11 Nov 2018