| Vol-2635 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|