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ORCIDHGAIS@ISWC 2024: Baltimore, MD, USA
- Reham Alharbi, Jacopo de Berardinis, Paul Groth, Albert Meroño-Peñuela, Elena Simperl, Valentina Tamma:
Proceedings of the Special Session on Harmonising Generative AI and Semantic Web Technologies (HGAIS 2024) co-located with the 23rd International Semantic Web Conference (ISWC 2024), Baltimore, Maryland, November 13, 2024. CEUR Workshop Proceedings 3953, CEUR-WS.org 2025
Session 1. Benchmarking & Reproducibility in Generative AI for Knowledge Engineering
- Reham Alharbi, Jacopo de Berardinis, Floriana Grasso, Terry R. Payne, Valentina Tamma:
Characteristics and Desiderata for Competency Question Benchmarks. - Guntur Budi Herwanto, Stefani Tsaneva, Marta Sabou:
Ontology Corpora for LLM-based Knowledge Engineering Research. - Daniel Garijo, María Poveda-Villalón, Elvira Amador-Domínguez, Ziyuan Wang, Raúl García-Castro, Óscar Corcho:
LLMs for Ontology Engineering: A landscape of Tasks and Benchmarking challenges. - Stefani Tsaneva, Guntur Budi Herwanto, Marta Sabou:
Benchmarking Ontology Validation Capabilities of LLMs. - Youssra Rebboud, Pasquale Lisena, Lionel Tailhardat, Raphaël Troncy:
Benchmarking LLM-based Ontology Conceptualization: A Proposal.
Session 2. Bridging the Gap: Building Knowledge-Enhanced Generative AI
- Vincent Emonet, Jerven T. Bolleman, Severine Duvaud, Tarcisio Mendes de Farias, Ana Claudia Sima:
LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs. - Bradley P. Allen, Paul Groth:
A Benchmark for the Detection of Metalinguistic Disagreements between LLMs and Knowledge Graphs. - Zhangcheng Qiang, Kerry Taylor, Weiqing Wang, Jing Jiang:
OAEI-LLM: A Benchmark Dataset for Understanding Large Language Model Hallucinations in Ontology Matching. - Julien Plu, Oscar Moreno Escobar, Edouard Trouillez, Axelle Gapin, Raphaël Troncy:
A Comprehensive Benchmark for Evaluating LLM-Generated Ontologies. - Darío Garigliotti:
Explainable LLM-powered RAG To Tackle Tasks In The Unstructured-structured Data Spectrum.
Session 3. Spotlight on Applications and Success Stories in Generative AI and the Semantic Web
- Antonello Meloni, Diego Reforgiato Recupero, Francesco Osborne, Angelo A. Salatino, Enrico Motta, Sahar Vahdati, Jens Lehmann:
Assessing Large Language Models for SPARQL Query Generation in Scientific Question Answering. - Alex Clay, Ernesto Jiménez-Ruiz:
Information for Conversation Generation: Proposals Utilising Knowledge Graphs. - Eleni Ilkou, Stephan Linzbach, Jonas Wallat:
Hybrid Evaluation of Socratic Dialogue for Teaching. - Jamie P. McCusker, Henrique Santos, Rishi Singh, Sabbir M. Rashid, Abraham Sanders, Grace Roessling, Hongji Guo, Bashirul Azam Biswas, Deborah L. McGuinness, Tomek Strzalkowski, Qiang Ji, Jay Miller:
ARCLIGHT: Automated Clustering and Curriculum Learning Guided by Human Training.
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