| Vol-3510 urn:nbn:de:0074-3510-6 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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).

# SEMANTiCS-Workshops 2023
SEMANTiCS Workshops Proceedings Compound Volume 2023

### Joint Workshop Proceedings of the 5th International Workshop on A Semantic Data Space For Transport (Sem4Tra) and 2nd NLP4KGC: Natural Language Processing for Knowledge Graph Construction co-located with the 19th International Conference on Semantic Systems (SEMANTiCS 2023)

### Leipzig, Germany and Online, 20 September, 2023.

Edited by

### Jennifer D'Souza *
Anisa Rula **
David Chaves-Fraga ***
Mersedeh Sadeghi ****
Shahrom Hosseini Sohi *****
Julián Andŕes Rojas ******
Pieter Colpaert ******
Edlira Vakaj *******
Sanju Tiwari ********
Sahar Vahdati *********
Anna Lisa Gentile **********

* TIB -- Leibniz Information Centre for Science and Technology, Hannover, Germany
** University of Brescia, Brescia, Italy
*** Universidade de Santiago de Compostela, Spain
**** Universität zu Köln, Germany
***** Vienna University of Economics and Business, Austria
****** Ghent University - imec, Ghent, Belgium
******* Birmingham City University, UK
******** Bharati Vidyapeeth Institute of Computer Applications and Management (BVICAM), New Delhi, India
********* Institute for Applied Informatics, Leipzig, Germany
********** IBM Research Almaden, San Jose, CA, USA

## Table of Contents

- Preface of the Joint Workshop Proceedings of the 5th Sem4Tra Workshop and 2nd NLP4KGC Workshop co-located with SEMANTiCS 2023
  Jennifer D'Souza, Anisa Rula, David Chaves-Fraga, Mersedeh Sadeghi, Shahrom Hosseini Sohi, Julián Andŕes Rojas, Pieter Colpaert, Edlira Vakaj, Sanju Tiwari, Sahar Vahdati, Anna Lisa Gentile

### 5th Sem4Tra Workshop

- Policy Patterns for Usage Control in Data Spaces
  Tobias Dam, Andreas Krimbacher, Sebastian Neumaier
- An Interaction Pattern Ontology for Data Sharing about Logistics Activities
  Thom van Gessel, Cornelis Bouter, Wout Hofman
- Mobility Profiles: A Taxonomy for the Standardisation of Mobility Data Spaces
  Shams Ghazy, Jing Ying Wong, Yu Hoe Tang, Pieter Colpaert

### 2nd NLP4KGC Workshop

- Towards aligning IoT data with domain-specific ontologies through Semantic Web technologies and NLP
  Mandeep Singh, Edlira Vakaj, Stamatia Rizou, Wenyan Wu
- Probing Large Language Models for Scientific Synonyms
  Freya Thießen, Jennifer D'Souza, Markus Stocker
- Effects of Pretraining Corpora on Scientific Relation Extraction using BERT and SciBERT
  Andrija Poleksić, Sanda Martinčić-Ipšić
- Framing Few-Shot Knowledge Graph Completion with Large Language Models
  Adrian M.P. Braşoveanu, Lyndon J.B. Nixon, Albert Weichselbraun, Arno Scharl
- Similar Papers Recommendation for Research Comparisons
  Vladyslav Nechakhin, Jennifer D’Souza
- Challenges of Entity Linking in KGQA datasets
  Kanchan Shivashankar, Nadine Steinmetz

Summary: There were 9 papers submitted for peer-review to the two workshops in this proceedings. Out of these, 3 papers were submitted to the Sem4Tra workshop and 6 papers were submitted to the NLP4KGC workshop. All 9 papers were accepted for this volume.

2023-08-05: submitted by Jennifer D'Souza, metadata incl. bibliographic data published under Creative Commons CC0
2023-10-17: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|