Original: https://ceur-ws.org/Vol-3979/ | Mirror: https://ceur-ws.wikidata.dbis.rwth-aachen.de/Vol-3979/ | Year: 2025

Vol-3979
urn:nbn:de:0074-3979-X

Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under https://creativecommons.org/licenses/by/4.0/.

SemTech4STLD 2025

Third International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data
co-located with ESWC 2025

Portoroz, Slovenia, June 1st, 2025.

Edited by

Rima Dessí
Joy Jeenu
Danilo Dessì
Francesco Osborne
Hidir Aras

Table of Contents

PDF
Evaluating LLMs for Named Entity Recognition in Scientific Domain with Fine-Tuning and Few-Shot Learning PDF
Davide Buscaldi, Danilo Dessì, Francesco Osborne, Davide Piras, Diego Reforgiato Recupero
Taming Hallucinations: A Semantic Matching Evaluation Framework for LLM-Generated Ontologies PDF
Nadeen Fathallah, Steffen Staab, Alsayed Algergawy
Benchmarking Large Language Models for Sustainable Development Goals Classification: Evaluating In-Context Learning and Fine-Tuning Strategies PDF
Andrea Cadeddu, Alessandro Chessa, Vincenzo De Leo, Gianni Fenu, Enrico Motta, Francesco Osborne, Diego Reforgiato Recupero, Angelo Salatino, Luca Secchi
Biomedical Entity Linking with Triple-aware Pre-Training PDF
Xi Yan, Cedric Möller, Ricardo Usbeck
Enabling Natural Language Access to BIM Models with AI and Knowledge Graphs PDF
Andrea Ibba, Rubén Alonso, Diego Reforgiato Recupero
Context-Aware Explanations: Leveraging Knowledge Graphs for Adaptive Explainability in Dynamic Environments PDF
Erick Mendez Guzman, Rima Dessí, Alya Alshaami, Amna Alowais, Hamda Alhammadi, Nada Alzarooni, Weam N.A Jarbou, Zarak Khan
Leveraging Knowledge Graphs and Generative AI for Augmented Research Paper Retrieval PDF
Rima Dessí, Erick Mendez Guzman, Alya Alshaami, Amna Alowais, Hamda Alhammadi, Nada Alzarooni, Weam N.A Jarbou, Zarak Khan

2025-06-16: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|