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ORCIDTEXT2KG/BiKE@ESWC 2025: Portoroz, Slovenia
- Sanju Tiwari, Nandana Mihindukulasooriya, Jennifer D'Souza, Francesco Osborne, Edgard Marx:
Joint Proceedings of the Fourth International Workshop on LLM-Integrated Knowledge Graph Generation From Text (TEXT2KG) and the Second International BiKE Challenge co-located with the Extended Semantic Web Conference (ESWC 2025), Portoroz, Slovenia, June 1-5, 2025. CEUR Workshop Proceedings 4020, CEUR-WS.org 2025
TEXT2KG Short papers
- Felix Ocker, Jörg Deigmöller, Pavel Smirnov, Julian Eggert:
A Grounded Memory System For Smart Personal Assistants. 1-8 - Makbule Gulcin Ozsoy:
Enhancing Text2Cypher with Schema Filtering. 9-17 - Vanni Zavarella, Lorenzo Bertolini, Sergio Consoli, Gianni Fenu, Diego Reforgiato Recupero, Alessandro Zani:
LLM-Powered Knowledge Graph of Causal Relations in Drug Reviews. 18-26 - Eleonora Ghizzota, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro:
Enhancing Public Contract Code analysis with Graph Retrieval-Augmented Generation. 27-35
TEXT2KG Regular papers
- Nazanin Mashhaditafreshi, Andreas Textor, Pascal Rübel, Nastaran Moarefvand, Achim Wagner:
SAMM Copilot: Bootstrapping Semantic Models with the Eclipse Semantic Modeling Framework from Domain Data in JSON Using Large Language Models. 36-52 - Amel Gader, Alsayed Algergawy:
PrO-KGC: Prompt Optimization for LLM-Based Knowledge Graph Completion. 53-67 - Deperias Kerre, Anne Laurent, Kenneth Maussang, Dickson Owuor:
Semantic Enrichment of the Quantum Cascade Laser Properties in Text- A Knowledge Graph Generation Approach. 68-89 - Andrija Poleksic, Sanda Martincic-Ipsic:
Wikidata Hierarchy for Named Entity Type Discovery in the Climate Change Domain. 90-115 - Jaycent Gunawan Ongris, Eduardus Tjitrahardja, Fariz Darari, Fajar J. Ekaputra:
FrOG: Framework of Open GraphRAG. 116-134 - Julia García-Fernández, Jack Verhoosel, Jolien Ubacht, Roos Bakker:
Ontology Engineering with Large Language Models: Unveiling the potential of human-LLM collaboration in the ontology extension process. 135-159 - Benjamin Holmes, Cogan Shimizu:
Extraction of Patient Subtypes using LLM Generated Knowledge Graphs Integrated With a Transformer Architecture. 160-176 - Aleksandr Gashkov, Maria Eltsova, Aleksandr Perevalov, Andreas Both:
Instruction-Tuned Language Models as Judges for SPARQL Query Correctness in Knowledge Graph Question Answering. 177-194 - Hrishikesh Jadhav, Tina Heger, Birgitta König-Ries, Alsayed Algergawy:
Ontology Evolution in Invasion Biology Using Large Language Models: A Hybrid Approach. 195-206
BiKE Short papers
- R. P. Bharath Chand, Sanju Tiwari:
SPHOTA: Knowledge Graph Structure Prediction with a Hybrid Orientation of Textual Alignment using K-BER. 207-214
BiKE Regular paper
- Marcos Paulo Silva Gôlo, José Gilberto Barbosa de Medeiros Júnior, Gabriele Souza Vilas Boas, Fábio Manoel França Lobato, Diego Furtado Silva, Ricardo Marcondes Marcacini:
Large Language Models Ensemble for Biochemical Properties Detection in Scientific Articles. 215-226
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