| Vol-3577 urn:nbn:de:0074-3577-1 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).

# KBC-LM + LM-KBC 2023
Joint proceedings of the KBC-LM workshop and the LM-KBC challenge @ ISWC 2023

### Joint proceedings of the 1st workshop on Knowledge Base Construction from Pre-Trained Language Models (KBC-LM) and the 2nd challenge on Language Models for Knowledge Base Construction (LM-KBC)
co-located with the 22nd International Semantic Web Conference (ISWC 2023)

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

Edited by

### Simon Razniewski *
Jan-Christoph Kalo **
Sneha Singhania ***
Jeff Z. Pan ****

* Bosch Center for AI
** VU Amsterdam
*** MPI Informatics
**** University of Edinburgh Huawei Technology R&D UK

## Table of Contents

There were a total of 16 submissions to both events, 8 for the workshop, 8 for the challenge. We accepted 14 papers and one overview article for this volume.

### KBC-LM Workshop

- Language Models as Knowledge Bases for Visual Word Sense Disambiguation
  Anastasia Kritharoula, Maria Lymperaiou, Giorgos Stamou
- Extracting Geographic Knowledge from Large Language Models: An Experiment
  Konstantinos Salmas, Despina Athanasia Pantazi, Manolis Koubarakis
- Cross-validation of Answers with SUMO and GPT
  Dan Lupu, Adrian Groza, Adam Pease
- Do Instruction-tuned Large Language Models Help with Relation Extraction?
  Xue Li, Fina Polat, Paul Groth
- Towards Ontology Construction with Language Models
  Maurice Funk, Simon Hosemann, Jean Christoph Jung, Carsten Lutz
- Towards syntax-aware pretraining and prompt engineering for knowledge retrieval from large language models
  Stefan Dietze, Hajira Jabeen, Laura Kallmeyer, Stephan Linzbach
- Can large language models generate salient negative statements?
  Hiba Arnaout, Simon Razniewski

### LM-KBC Challenge

- Preface: LM-KBC Challenge 2023
  Sneha Singhania, Jan-Christoph Kalo, Simon Razniewski, Jeff Z. Pan
- Limits of Zero-shot Probing on Object Prediction
  Shrestha Ghosh
- Knowledge-centric Prompt Composition for Knowledge Base Construction from Pre-trained Language Models
  Xue Li, Anthony James Hughes, Majlinda Llugiqi, Fina Polat, Paul Groth, Fajar J. Ekaputra
- Enhancing Knowledge Base Construction from Pre-trained Language Models using Prompt Ensembles
  Fabian Biester, Daniel Del Gaudio, Mohamed Abdelaal
- Expanding the Vocabulary of BERT for Knowledge Base Construction
  Dong Yang, Xu Wang, Remzi Celebi
- Broadening BERT vocabulary for Knowledge Graph Construction using Wikipedia2Vec
  Debanjali Biswas, Stephan Linzbach, Dimitar Dimitrov, Hajira Jabeen, Stefan Dietze
- LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language Models
  Anmol Nayak, Hariprasad Timmapathini
- Using Large Language Models for Knowledge Engineering (LLMKE): A Case Study on Wikidata
  Bohui Zhang, Ioannis Reklos, Nitisha Jain, Albert Meroño-Peñuela, Elena Simperl

2023-11-16: submitted by Simon Razniewski, metadata incl. bibliographic data published under Creative Commons CC0
2023-12-02: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|