KBC-LM-LM-KBC 2024
Joint proceedings of the KBC-LM workshop and the LM-KBC challenge 2024

Table of Contents

There were a total of 14 submissions to both events, 9 for the workshop, 5 for the challenge. We accepted 13 papers and one overview article for this volume.

KBC-LM Workshop

• Enriching Ontologies with Disjointness Axioms using Large Language Models
  Elias Crum, Antonio De Santis, Manon Ovide, Jiaxin Pan, Alessia Pisu, Nicolas Lazzari, Sebastian Rudolph
• Ontology Learning for ESCO: Leveraging LLMs to Navigate Labor Dynamics
  Jarno Vrolijk, Victor Poslavsky, Thijmen Bijl, Maksim Popov, Rana Mahdavi, Mohammad Shokri
• Ontology-Guided On-Device Conversational Knowledge Capture with Large Language Models
  Tolga Çöplü, Arto Bendiken, Andrii Skomorokhov, Eduard Bateiko, Stephen Cobb
• The Effects of Hallucinations in Synthetic Training Data for Relation Extraction
  Steven Rogulsky, Nicholas Popovic, Michael Färber
• Analyzing Llama 3-based Approach for Axiom Translation from Ontologies
  Xubing Hao, Licong Cui, Cui Tao, Kirk Roberts, Muhammad Amith
• LLM Store: Leveraging Large Language Models as Sources of Wikidata-Structured Knowledge
  Marcelo de Oliveira Costa Machado, João Marcello Bessa Rodrigues, Guilherme Lima, Sandro Rama Fiorini, Viviane Torres da Silva
• Towards Large Language Models Interacting with Knowledge Graphs Via Function Calling
  Sven Hertling, Harald Sack
• Automatic Knowledge-Graph Creation from Historical Documents: The Chilean Dictatorship as a Case Study
  Camila Díaz, Jocelyn Dunstan, Lorena Etcheverry, Antonia Fonck, Alejandro Grez, Domingo Mery, Juan L Reutter, Hugo Rojas Corral
• HybridContextQA: A Hybrid Approach for Complex Question Answering using Knowledge Graph Construction and Context Retrieval with LLMs
  Ghanshyam Verma, Simanta Sarkar, Devishree Pillai, Hotaka Shiokawa, Hamed Shahbazi, Fiona Veazey, Peter Hubbert, Hui Su, Paul Buitelaar

LM-KBC Challenge

• Preface: LM-KBC Challenge 2024
  Jan-Christoph Kalo, Tuan-Phong Nguyen, Simon Razniewski Bohui Zhang
• Prompt Engineering for Tail Prediction in Domain-Specific Knowledge Graph Completion Tasks
  Davide-Mario-Ricardo Bara
• LLM Store: A KIF Plugin for Wikidata-Based Knowledge Base Completion via LLMs
  Marcelo de Oliveira Costa Machado, João Marcello Bessa Rodrigues, Guilherme Lima, Viviane Torres da Silva
• Navigating Nulls, Numbers and Numerous Entities: Robust Knowledge Base Construction from Large Language Models
  Arunav Das, Nadeen Fathallah, Nicole Obretincheva
• KGC-RAG: Knowledge Graph Construction from Large Language Model Using Retrieval-Augmented Generation
  Thin Prabhong, Natthawut Kertkeidkachorn, Areerat Trongratsameethong