Vol-2634⫷ Vol-2635 ⫸Vol-2636
urn:nbn:de:0074-2635-1

Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International ( CC BY 4.0 ) .

DL4KG2020
Deep Learning for Knowledge Graphs

Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020)
co-located with the 17th Extended Semantic Web Conference 2020 ( ESWC 2020 )

Heraklion, Greece, June 02, 2020 - moved online.

Edited by

Mehwish Alam *
Davide Buscaldi
Michael Cochez *
Francesco Osborne
Diego Reforgiato Recupero *
Harald Sack *

* FIZ Karlsruhe , Leibniz Institute for Information Infrastructure, Germany
** Université Paris 13 , Labortoire d’Informatique Paris Nord (LIPN), Paris, France
*** KRR , Vrije Universiteit Amsterdam, the Netherlands
**** KMI , Knowledge Media Institute, The Open University, UK
***** University of Cagliari , Department of Mathematics and Computer Science, Cagliari, Italy

Table of Contents

Preface

Papers

Towards Exploiting Implicit Human Feedback for Improving RDF2vec Embeddings
Ahmad Al Taweel , Heiko Paulheim ,
DeepLENS: Deep Learning for Entity Summarization
Qingxia Liu , Gong Cheng , Yuzhong Qu
Conditional Constraints for Knowledge Graph Embeddings
Michael Weyns , Pieter Bonte , Bram Steenwinckel , Filip De Turck , Femke Ongenae
Entity Type Prediction in Knowledge Graphs using Embeddings
Russa Biswas , Radina Sofronova , Mehwish Alam , Harald Sack
Probing a Semantic Dependency Parser for Translational Relation Embeddings
Riley Capshaw , Marco Kuhlmann , Eva Blomqvist
Semantic Entity Enrichment by Leveraging Multilingual Descriptions for Link Prediction
Genet Asefa Gesese , Mehwish Alam , Harald Sack
Affinity Dependent Negative Sampling for Knowledge Graph Embeddings
Mirza Mohtashim Alam , Hajira Jabeen , Mehdi Ali , Karishma Mohiuddin , Jens Lehmann

2020-07-07: submitted by Michael Cochez, metadata incl. bibliographic data published under Creative Commons CC0
2020-07-08 : published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) | valid HTML5 |