A Review of Relational Machine Learning for Knowledge Graphs

2 March 2015

Papers citing "A Review of Relational Machine Learning for Knowledge Graphs"

50 / 475 papers shown

Title
Towards a Continuous Knowledge Learning Engine for Chatbots Sahisnu Mazumder Nianzu Ma Bing-Quan Liu CLL KELM 19 23 0 16 Feb 2018
Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing K. Annervaz Somnath Basu Roy Chowdhury Ambedkar Dukkipati GNN 40 71 0 16 Feb 2018
SimplE Embedding for Link Prediction in Knowledge Graphs Seyed Mehran Kazemi David Poole 47 704 0 13 Feb 2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions Nicolas Vasilache O. Zinenko Theodoros Theodoridis Priya Goyal Zach DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen 40 432 0 13 Feb 2018
Incorporating Literals into Knowledge Graph Embeddings Agustinus Kristiadi M. A. Khan Denis Lukovnikov Jens Lehmann Asja Fischer KELM 15 93 0 03 Feb 2018
Onto2Vec: joint vector-based representation of biological entities and their ontology-based annotations F. Z. Smaili Xin Gao Robert Hoehndorf 24 114 0 31 Jan 2018
A Framework for Enriching Lexical Semantic Resources with Distributional Semantics Chris Biemann Stefano Faralli Alexander Panchenko Simone Paolo Ponzetto 25 14 0 23 Dec 2017
Context-aware Path Ranking for Knowledge Base Completion Sahisnu Mazumder Bing-Quan Liu 16 34 0 20 Dec 2017
RelNN: A Deep Neural Model for Relational Learning Seyed Mehran Kazemi David Poole NAI GNN 15 55 0 07 Dec 2017
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network Dai Quoc Nguyen T. Nguyen Dat Quoc Nguyen Dinh Q. Phung 3DV 42 699 0 06 Dec 2017
Tensor Decompositions for Modeling Inverse Dynamics S. Baier Volker Tresp 15 4 0 13 Nov 2017
KBGAN: Adversarial Learning for Knowledge Graph Embeddings Liwei Cai William Yang Wang GAN 38 276 0 11 Nov 2017
Open-World Knowledge Graph Completion Baoxu Shi Tim Weninger 37 286 0 09 Nov 2017
Convolutional Neural Knowledge Graph Learning Feipeng Zhao Martin Renqiang Min Chen Shen Amit Chakraborty GNN 27 3 0 23 Oct 2017
Bringing Semantic Structures to User Intent Detection in Online Medical Queries Chenwei Zhang Nan Du Wei Fan Yaliang Li Chun-Ta Lu Philip S. Yu 29 13 0 22 Oct 2017
Learning Graph Representations with Embedding Propagation Alberto García-Durán Mathias Niepert GNN SSL 29 167 0 09 Oct 2017
Why PairDiff works? -- A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection Huda Hakami Danushka Bollegala K. Hayashi CoGe 13 2 0 19 Sep 2017
On Inductive Abilities of Latent Factor Models for Relational Learning Théo Trouillon Éric Gaussier C. Dance Guillaume Bouchard 18 19 0 17 Sep 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 58 1,967 0 17 Sep 2017
On Multi-Relational Link Prediction with Bilinear Models Yanjie Wang Rainer Gemulla Hui Li 16 68 0 14 Sep 2017
KBLRN : End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features Alberto García-Durán Mathias Niepert BDL 14 104 0 14 Sep 2017
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs Daniel Oñoro-Rubio Mathias Niepert Alberto García-Durán Roberto Gonzalez Roberto J. López-Sastre 27 15 0 07 Sep 2017
Finding Streams in Knowledge Graphs to Support Fact Checking Prashant Shiralkar A. Flammini Filippo Menczer Giovanni Luca Ciampaglia 14 116 0 24 Aug 2017
Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs Bhushan Kotnis Vivi Nastase 20 80 0 22 Aug 2017
Multi-task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs Yi Tay Anh Tuan Luu Minh C. Phan S. Hui 3DH 24 46 0 16 Aug 2017
The Tensor Memory Hypothesis Volker Tresp Yunpu Ma 23 10 0 09 Aug 2017
Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations Benjamin J. Lengerich Andrew L. Maas Christopher Potts KELM 33 27 0 01 Aug 2017
Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks Parisa Kordjamshidi Sameer Singh Daniel Khashabi Christos Christodoulopoulos Mark Sammons S. Sinha Dan Roth GNN 29 4 0 25 Jul 2017
Adversarial Sets for Regularising Neural Link Predictors Pasquale Minervini T. Demeester Tim Rocktaschel Sebastian Riedel PINN 21 99 0 24 Jul 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 77 2,575 0 05 Jul 2017
Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach Takuo Hamaguchi H. Oiwa Masashi Shimbo Yuji Matsumoto 39 328 0 18 Jun 2017
Leveraging Node Attributes for Incomplete Relational Data He Zhao Lan Du Wray Buntine 17 45 0 14 Jun 2017
Knowledge Representation in Bicategories of Relations Evan Patterson 16 29 0 02 Jun 2017
Knowledge Base Completion: Baselines Strike Back Rudolf Kadlec Ondrej Bajgar Jan Kleindienst 29 188 0 30 May 2017
Deep Learning for Ontology Reasoning Patrick Hohenecker Thomas Lukasiewicz LRM BDL 15 33 0 29 May 2017
An effective algorithm for hyperparameter optimization of neural networks G. I. Diaz Achille Fokoue G. Nannicini Horst Samulowitz 26 156 0 23 May 2017
Demystifying Relational Latent Representations Sebastijan Dumancic Hendrik Blockeel BDL 16 6 0 16 May 2017
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs Rakshit S. Trivedi H. Dai Yichen Wang Le Song BDL 32 472 0 16 May 2017
Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence Ruobing Xie Zhiyuan Liu Fen Lin Leyu Lin 27 95 0 09 May 2017
Machine Learning with World Knowledge: The Position and Survey Yangqiu Song Dan Roth 9 9 0 08 May 2017
Analogical Inference for Multi-Relational Embeddings Hanxiao Liu Yuexin Wu Yiming Yang 17 371 0 06 May 2017
An Interpretable Knowledge Transfer Model for Knowledge Base Completion Qizhe Xie Xuezhe Ma Zihang Dai Eduard H. Hovy 26 101 0 19 Apr 2017
A survey of embedding models of entities and relationships for knowledge graph completion Dat Quoc Nguyen 27 100 0 23 Mar 2017
Embedding Tarskian Semantics in Vector Spaces Taisuke Sato 14 18 0 09 Mar 2017
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 154 560 0 27 Feb 2017
Knowledge Graph Completion via Complex Tensor Factorization Théo Trouillon C. Dance Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard 35 291 0 22 Feb 2017
On the Equivalence of Holographic and Complex Embeddings for Link Prediction Katsuhiko Hayashi Masashi Shimbo 17 82 0 18 Feb 2017
Knowledge Completion for Generics using Guided Tensor Factorization Hanie Sedghi Ashish Sabharwal 200 13 0 12 Dec 2016
Compositional Learning of Relation Path Embedding for Knowledge Base Completion Xixun Lin Yanchun Liang Fausto Giunchiglia Xiaoyue Feng Renchu Guan 16 2 0 22 Nov 2016
ProjE: Embedding Projection for Knowledge Graph Completion Baoxu Shi Tim Weninger 34 263 0 16 Nov 2016