| Vol-3592 urn:nbn:de:0074-3592-5 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).

# Scholarly QALD 2023 and SemREC 2023
1st Scholarly QALD Challenge 2023 and 4th SeMantic Answer Type, Relation and Entity Prediction Tasks Challenge 2023

### Joint Proceedings of Scholarly QALD 2023 and SemREC 2023
co-located with 22nd International Semantic Web Conference ISWC 2023

### Athens, Greece, November 6-10, 2023.

Edited by

### Debayan Banerjee *
Ricardo Usbeck **
Nandana Mihindukulasooriya ***
Mohamad Yaser Jaradeh *****
Sören Auer ******
Gunjan Singh ****
Raghava Mutharaju ****
Pavan Kapanipathi ***

* Universität Hamburg, Germany
** Leuphana Universität Lüneburg, Germany
*** IBM T. J. Watson Research Center, USA
**** KRaCR Lab, IIIT, Delhi,India
***** L3S Research Center, Leibniz University Hannover, Germany
****** TIB & L3S Research Center, Leibniz University Hannover, Germany

## Table of Contents

### Challenge 1 : Scholarly QALD 2023

- Preface
  Summary: There were 7 system submissions and their corresponding papers submitted for peer-review to this workshop. Out of these, 7 papers were accepted for this volume as regular papers.

- When Context Matters: Entity Linking in the Scholarly Domain
  Nadine Steinmetz
- NLQxform: A Language Model-based Question to SPARQL Transformer
  Ruijie Wang, Zhiruo Zhang, Luca Rossetto, Florian Ruosch, Abraham Bernstein
- A Structure and Content Prompt-based Method for Knowledge Graph Question Answering over Scholarly Data
  Longquan Jiang, Xi Yan, Ricardo Usbeck
- Leveraging LLMs in Scholarly Knowledge Graph Question Answering
  Tilahun Abedissa Taffa, Ricardo Usbeck
- Improving Subgraph Extraction Algorihtms for One-Shot SPARQL Query Generation with Large Language Models
  Dmitry Pliukhin, Daniil Radyush, Liubov Kovriguina, Dmitry Mouromtsev
- PSYCHIC: A Neuro-Symbolic Framework for Knowledge Graph Question-Answering Grounding
  Hanna Abi Akl
- BERTologyNavigator: Advanced Question Answering with BERT-based Semantics
  Shreya Rajpal, Ricardo Usbeck

### Challenge 2 : SemREC 2023

- Preface
  Summary: There were 2 system submissions and their corresponding papers submitted for peer-review to this workshop. Out of these, 2 papers were accepted for this volume as regular papers.

- Enhanced GAT: Expanding Receptive Field with Meta Path-Guided RDF Rules for Two-Hop Connectivity
  Julie Loesch, Michel Dumontier, Remzi Celebi
- Evaluating Different Methods for Semantic Reasoning Over Ontologies
  Fernando Zhapa-Camacho, Robert Hoehndorf

2023-12-09: submitted by Debayan Banerjee, metadata incl. bibliographic data published under Creative Commons CC0
2023-12-14: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|