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
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 16 336 0 01 Nov 2019
Knowledge-based Biomedical Data Science 2019 Tiffany J. Callahan Harrison Pielke-Lombardo Ignacio J. Tripodi Lawrence E. Hunter AI4CE 21 36 0 08 Oct 2019
Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation Ivan Donadello Luciano Serafini 19 25 0 01 Oct 2019
Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs Gengchen Mai K. Janowicz Bo Yan Rui Zhu Ling Cai Ni Lao 15 15 0 30 Sep 2019
Assessing the Lexico-Semantic Relational Knowledge Captured by Word and Concept Embeddings R. Denaux José Manuél Gómez-Pérez 17 3 0 24 Sep 2019
HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding Yu He Yangqiu Song Jianxin Li Cheng Ji Jian Peng Hao Peng 19 111 0 07 Sep 2019
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs Katsuhiko Hayashi Masashi Shimbo 19 3 0 04 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 460 2,592 0 03 Sep 2019
Unsupervised Hierarchical Grouping of Knowledge Graph Entities Sameh K. Mohamed OCL 19 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 25 15 0 20 Aug 2019
Distributional Negative Sampling for Knowledge Base Completion Sarthak Dash A. Gliozzo 27 8 0 16 Aug 2019
Architecture and evolution of semantic networks in mathematics texts Nicolas H. Christianson Ann Sizemore Blevins D. Bassett 14 26 0 14 Aug 2019
HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion Prodromos Kolyvakis Alexandros Kalousis D. Kiritsis 25 44 0 14 Aug 2019
Continuous Graph Flow Zhiwei Deng Megha Nawhal Lili Meng Greg Mori 29 3 0 07 Aug 2019
Lifelong and Interactive Learning of Factual Knowledge in Dialogues Sahisnu Mazumder Bing-Quan Liu Shuai Wang Nianzu Ma KELM RALM 11 24 0 31 Jul 2019
Structured Knowledge Discovery from Massive Text Corpus Chenwei Zhang 24 0 0 23 Jul 2019
Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs Nilesh Chakraborty Denis Lukovnikov Gaurav Maheshwari Priyansh Trivedi Jens Lehmann Asja Fischer GNN LMTD 13 54 0 22 Jul 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
Time2Vec: Learning a Vector Representation of Time Seyed Mehran Kazemi Rishab Goel Sepehr Eghbali J. Ramanan Jaspreet Sahota Sanjay Thakur Stella Wu Cathal Smyth Pascal Poupart Marcus A. Brubaker AI4TS 33 330 0 11 Jul 2019
Fast Haar Transforms for Graph Neural Networks Ming Li Zheng Ma Yu Guang Wang Xiaosheng Zhuang 33 74 0 10 Jul 2019
Diachronic Embedding for Temporal Knowledge Graph Completion Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 34 341 0 06 Jul 2019
Augmenting and Tuning Knowledge Graph Embeddings Robert Bamler Farnood Salehi Stephan Mandt 21 7 0 01 Jul 2019
Database Meets Deep Learning: Challenges and Opportunities Wei Wang Meihui Zhang Gang Chen H. V. Jagadish Beng Chin Ooi K. Tan 24 147 0 21 Jun 2019
Probabilistic Logic Neural Networks for Reasoning Meng Qu Jian Tang 30 160 0 20 Jun 2019
An Open-World Extension to Knowledge Graph Completion Models Haseeb Shah Johannes Villmow A. Ulges Ulrich Schwanecke Faisal Shafait VLM 20 76 0 19 Jun 2019
Representation Learning for Words and Entities Pushpendre Rastogi SSL 39 0 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 33 4 0 12 Jun 2019
Knowledge Hypergraphs: Prediction Beyond Binary Relations Bahare Fatemi Perouz Taslakian David Vazquez David Poole 21 18 0 01 Jun 2019
Augmenting Transfer Learning with Semantic Reasoning Freddy Lecue Jiaoyan Chen Jeff Z. Pan Huajun Chen LRM 11 5 0 31 May 2019
A Boxology of Design Patterns for Hybrid Learning and Reasoning Systems F. V. Harmelen A. T. Teije 14 67 0 29 May 2019
Leveraging Semantics for Incremental Learning in Multi-Relational Embeddings A. Daruna Weiyu Liu Z. Kira Sonia Chernova 25 0 0 29 May 2019
Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae Piero Molino Yang Wang Jiawei Zhang 17 9 0 28 May 2019
Putting An End to End-to-End: Gradient-Isolated Learning of Representations Sindy Löwe Peter O'Connor Bastiaan S. Veeling SSL 14 143 0 28 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 33 447 0 27 May 2019
Path Ranking with Attention to Type Hierarchies Weiyu Liu A. Daruna Z. Kira Sonia Chernova AIMat 27 13 0 26 May 2019
TACAM: Topic And Context Aware Argument Mining Michael Fromm Evgeniy Faerman T. Seidl 16 25 0 26 May 2019
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs Afshin Sadeghi D. Graux H. S. Yazdi Jens Lehmann 27 15 0 25 May 2019
Compositional Fairness Constraints for Graph Embeddings A. Bose William L. Hamilton FaML 27 256 0 25 May 2019
Exploiting Cognitive Structure for Adaptive Learning Qi Liu Shiwei Tong Chuanren Liu Hongke Zhao Enhong Chen Haiping Ma Shijin Wang 28 119 0 23 May 2019
Learning Embeddings into Entropic Wasserstein Spaces Charlie Frogner F. Mirzazadeh Justin Solomon 11 30 0 08 May 2019
Network Representation Learning: Consolidation and Renewed Bearing Saket Gurukar Priyesh Vijayan Aakash Srinivasan Goonmeet Bajaj Chen Cai ... Pranav Maneriker Anasua Mitra Vedang Patel Balaraman Ravindran Srinivasan Parthasarathy 27 22 0 02 May 2019
Improving Visual Relation Detection using Depth Maps Sahand Sharifzadeh Sina Moayed Baharlou M. Berrendorf Rajat Koner Volker Tresp 16 21 0 02 May 2019
On the Use of ArXiv as a Dataset Colin B. Clement Matthew Bierbaum K. O’Keeffe Alexander A. Alemi AI4CE 16 129 0 30 Apr 2019
Soft Marginal TransE for Scholarly Knowledge Graph Completion M. Nayyeri S. Vahdati Jens Lehmann H. S. Yazdi 19 14 0 27 Apr 2019
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Wenyuan Dai Lei Chen 19 79 0 26 Apr 2019
Fake News Early Detection: An Interdisciplinary Study Xinyi Zhou Atishay Jain V. Phoha R. Zafarani 22 206 0 26 Apr 2019
Political Text Scaling Meets Computational Semantics F. Nanni Goran Glavaš Ines Rehbein Simone Paolo Ponzetto Heiner Stuckenschmidt 16 15 0 12 Apr 2019
Learning Relational Representations with Auto-encoding Logic Programs Sebastijan Dumancic Tias Guns Wannes Meert Hendrik Blockeel NAI 21 28 0 29 Mar 2019
PyTorch-BigGraph: A Large-scale Graph Embedding System Adam Lerer Ledell Yu Wu Jiajun Shen Timothée Lacroix Luca Wehrstedt Abhijit Bose A. Peysakhovich GNN 25 384 0 28 Mar 2019
Learning Discrete Structures for Graph Neural Networks Luca Franceschi Mathias Niepert Massimiliano Pontil X. He GNN 30 410 0 28 Mar 2019