HGAIS 2024

Table of Contents

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• Characteristics and Desiderata for Competency Question Benchmarks PDF
  Reham Alharbi, Jacopo de Berardinis, Floriana Grasso, Terry Payne, Valentina Tamma
• Ontology Corpora for LLM-based Knowledge Engineering Research PDF
  Guntur Budi Herwanto, Stefani Tsaneva, Marta Sabou
• LLMs for Ontology Engineering: A landscape of Tasks and Benchmarking challenges PDF
  Daniel Garijo, María Poveda-Villalón, Elvira Amador-Domínguez, Ziyuan Wang, Raúl García-Castro, Oscar Corcho
• Benchmarking Ontology Validation Capabilities of LLMs PDF
  Stefani Tsaneva, Guntur Budi Herwanto, Marta Sabou
• Benchmarking LLM-based Ontology Conceptualization: A Proposal PDF
  Youssra Rebboud, Pasquale Lisena, Lionel Tailhardat, Raphaël Troncy
• LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs PDF
  Vincent Emonet, Jerven Bolleman, Severine Duvaud, Tarcisio Mendes de Farias, Ana Claudia Sima
• A Benchmark for the Detection of Metalinguistic Disagreements between LLMs and Knowledge Graphs PDF
  Bradley Allen, Paul Groth
• OAEI-LLM: A Benchmark Dataset for Understanding Large Language Model Hallucinations in Ontology Matching PDF
  Zhangcheng Qiang, Kerry Taylor, Teresa Wang, Jing Jiang
• A Comprehensive Benchmark for Evaluating LLM-Generated Ontologies PDF
  Julien Plu, Oscar Moreno Escobar, Edouard Trouillez, Axelle Gapin, Raphaël Troncy
• Explainable LLM-powered RAG To Tackle Tasks In The Unstructured-structured Data Spectrum PDF
  Darío Garigliotti
• Assessing Large Language Models for SPARQL Query Generation in Scientific Question Answering PDF
  Antonello Meloni, Diego Reforgiato Recupero, Francesco Osborne, Angelo Salatino, Enrico Motta, Sahar Vahadati, Jens Lehmann
• Information for Conversation Generation: Proposals Utilising Knowledge Graphs PDF
  Alex Clay, Ernesto Jiménez-Ruiz
• Hybrid Evaluation of Socratic Dialogue for Teaching PDF
  Eleni Ilkou, Stephan Linzbach, Jonas Wallat
• ARCLIGHT: Automated Clustering and Curriculum Learning Guided by Human Training PDF
  Jamie McCusker, Henrique Santos, Rishi Singh, Sabbir Rashid, Abraham Sanders, Grace Roessling, Hongji Guo, Bashirul Biswas, Deborah McGuinness, Tomek Strzalkowski, Qiang Ji, Jay Miller