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
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding Bilal Abu-Salih Marwan Al-Tawil Ibrahim Aljarah Hossam Faris P. Wongthongtham 28 59 0 02 Jun 2020
Randomly Weighted, Untrained Neural Tensor Networks Achieve Greater Relational Expressiveness Jinyung Hong Theodore P. Pavlic 8 0 0 01 Jun 2020
Speaker diarization with session-level speaker embedding refinement using graph neural networks Jixuan Wang Xiong Xiao Jian Wu Ranjani Ramamurthy Frank Rudzicz M. Brudno 28 25 0 22 May 2020
Graph Neural Networks with Composite Kernels Yufan Zhou Jiayi Xian Changyou Chen Jinhui Xu GNN 24 2 0 16 May 2020
Benchmarking neural embeddings for link prediction in knowledge graphs under semantic and structural changes Asan Agibetov Matthias Samwald 39 8 0 15 May 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs Weihua Hu Matthias Fey Marinka Zitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta J. Leskovec 82 2,663 0 02 May 2020
Distantly-Supervised Neural Relation Extraction with Side Information using BERT Johny Moreira Chaina Oliveira David Macêdo Cleber Zanchettin Luciano Barbosa 11 9 0 29 Apr 2020
Vertex Nomination in Richly Attributed Networks Keith D. Levin Carey E. Priebe V. Lyzinski 3DH 11 0 0 29 Apr 2020
Out-of-Sample Representation Learning for Multi-Relational Graphs Marjan Albooyeh Rishab Goel Seyed Mehran Kazemi OOD 26 3 0 28 Apr 2020
SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting Gengchen Mai K. Janowicz Ling Cai Rui Zhu Blake Regalia Bo Yan Meilin Shi Ni Lao 24 75 0 25 Apr 2020
Exploring the Combination of Contextual Word Embeddings and Knowledge Graph Embeddings Lea Dieudonat Kelvin Han Phyllicia Leavitt Esteban Marquer 20 3 0 17 Apr 2020
Learning Structured Embeddings of Knowledge Graphs with Adversarial Learning Framework Jiehang Zeng Lu Liu Xiaoqing Zheng GAN 16 2 0 15 Apr 2020
Tensor Decompositions for temporal knowledge base completion Timothée Lacroix G. Obozinski Nicolas Usunier 8 254 0 10 Apr 2020
Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders Bhushan Kotnis Carolin (Haas) Lawrence Mathias Niepert RALM 27 40 0 06 Apr 2020
Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction Tara Safavi Danai Koutra Edgar Meij 20 5 0 02 Apr 2020
What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization Caleb Belth Xinyi Zheng Jilles Vreeken Danai Koutra 30 43 0 23 Mar 2020
Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study F. Akrami Mohammed Samiul Saeef Qingheng Zhang Wei Hu Chengkai Li KELM 16 109 0 18 Mar 2020
Towards Learning Instantiated Logical Rules from Knowledge Graphs Yulong Gu Yushi Guan P. Missier AI4CE 22 13 0 13 Mar 2020
Knowledge Graphs and Knowledge Networks: The Story in Brief A. Sheth Swati Padhee A. Gyrard 13 53 0 07 Mar 2020
An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice Ruwan Wickramarachchi C. Henson A. Sheth 22 19 0 29 Feb 2020
Symbolic Querying of Vector Spaces: Probabilistic Databases Meets Relational Embeddings Tal Friedman Guy Van den Broeck 8 22 0 24 Feb 2020
Knowledge-Based Matching of $n$ -ary Tuples Pierre Monnin Miguel Couceiro A. Napoli Adrien Coulet 27 0 0 19 Feb 2020
Investigating Extensions to Random Walk Based Graph Embedding Jorg Schlotterer Martin Wehking Fatemeh Salehi Rizi Michael Granitzer 12 13 0 17 Feb 2020
On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods M. Berrendorf Evgeniy Faerman Laurent Vermue Volker Tresp 6 19 0 17 Feb 2020
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings Hongyu Ren Weihua Hu J. Leskovec 8 301 0 14 Feb 2020
RDFFrames: Knowledge Graph Access for Machine Learning Tools Aisha Mohamed Ghadeer Abuoda Abdurrahman Ghanem Zoi Kaoudi Ashraf Aboulnaga 16 14 0 10 Feb 2020
If I Hear You Correctly: Building and Evaluating Interview Chatbots with Active Listening Skills Ziang Xiao Michelle X. Zhou Wenxi Chen Huahai Yang C. Chi 27 93 0 05 Feb 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 24 342 0 03 Feb 2020
Dynamic Parameter Allocation in Parameter Servers Alexander Renz-Wieland Rainer Gemulla Steffen Zeuch Volker Markl 11 17 0 03 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 200 1,944 0 02 Feb 2020
The Tensor Brain: Semantic Decoding for Perception and Memory Volker Tresp Sahand Sharifzadeh Dario Konopatzki Yunpu Ma 15 8 0 29 Jan 2020
The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability Mehdi Ali Hajira Jabeen Charles Tapley Hoyt Jens Lehmann 19 16 0 28 Jan 2020
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs Marcel Hildebrandt Jorge Andres Quintero Serna Yunpu Ma Martin Ringsquandl Mitchell Joblin Volker Tresp 19 1 0 09 Jan 2020
Measuring Diversity in Heterogeneous Information Networks P. Morales Robin Lamarche-Perrin Raphaël Fournier-S’niehotta Remy Poulain Lionel Tabourier Fabien Tarissan 18 26 0 05 Jan 2020
Quantum Machine Learning Algorithm for Knowledge Graphs Yunpu Ma Volker Tresp 27 11 0 04 Jan 2020
Non-Parametric Learning of Gaifman Models Devendra Singh Dhami Siwen Yan Gautam Kunapuli S. Natarajan 30 3 0 02 Jan 2020
Reasoning on Knowledge Graphs with Debate Dynamics Marcel Hildebrandt Jorge Andres Quintero Serna Yunpu Ma Martin Ringsquandl Mitchell Joblin Volker Tresp 28 51 0 02 Jan 2020
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning Filippos Gouidis Alexandros Vassiliades T. Patkos Antonis Argyros Nick Bassiliades Dimitris Plexousakis OCL 29 12 0 26 Dec 2019
Probability Calibration for Knowledge Graph Embedding Models Pedro Tabacof Luca Costabello 14 46 0 20 Dec 2019
Meta-Graph: Few Shot Link Prediction via Meta Learning A. Bose Ankit Jain Piero Molino William L. Hamilton 30 63 0 20 Dec 2019
Differentiable Reasoning on Large Knowledge Bases and Natural Language Pasquale Minervini Matko Bovsnjak Tim Rocktaschel Sebastian Riedel Edward Grefenstette LRM 24 88 0 17 Dec 2019
Binarized Canonical Polyadic Decomposition for Knowledge Graph Completion Koki Kishimoto Katsuhiko Hayashi Genki Akai Masashi Shimbo 24 1 0 04 Dec 2019
Contrastive Learning of Structured World Models Thomas Kipf Elise van der Pol Max Welling OCL DRL 28 278 0 27 Nov 2019
Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons Learned M. Berrendorf Evgeniy Faerman Valentyn Melnychuk Volker Tresp T. Seidl GNN 22 15 0 19 Nov 2019
Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Lei Chen 30 4 0 17 Nov 2019
Inductive Relation Prediction by Subgraph Reasoning Komal K. Teru E. Denis William L. Hamilton NAI AI4CE 29 388 0 16 Nov 2019
Decompressing Knowledge Graph Representations for Link Prediction Xiang Kong Xianyang Chen Eduard H. Hovy AI4CE 23 5 0 11 Nov 2019
Composition-based Multi-Relational Graph Convolutional Networks Shikhar Vashishth Soumya Sanyal Vikram Nitin Partha P. Talukdar GNN 22 816 0 08 Nov 2019
Neural Graph Embedding Methods for Natural Language Processing Shikhar Vashishth GNN 25 9 0 08 Nov 2019
CoKE: Contextualized Knowledge Graph Embedding Quan Wang Pingping Huang Haifeng Wang Songtai Dai Wenbin Jiang Jing Liu Yajuan Lyu Yong Zhu Hua Wu 27 84 0 06 Nov 2019