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TEXT2KG/DQMLKG@ESWC 2024: Hersonissos, Greece
- Sanju Tiwari, Nandana Mihindukulasooriya, Francesco Osborne, Dimitris Kontokostas, Jennifer D'Souza, Mayank Kejriwal, Maria Angela Pellegrino, Anisa Rula, José Emilio Labra Gayo, Michael Cochez, Mehwish Alam:
Joint proceedings of the 3rd International workshop on knowledge graph generation from text (TEXT2KG) and Data Quality meets Machine Learning and Knowledge Graphs (DQMLKG) co-located with the Extended Semantic Web Conference ( ESWC 2024), Hersonissos, Greece, May 26-30, 2024. CEUR Workshop Proceedings 3747, CEUR-WS.org 2024
3rd International Workshop on Knowledge Graph Generation from Text
- Yang Yang, Edward Curry:
Open Knowledge Base Canonicalization: Techniques and Challenges. 10 - Ricardo Usbeck, Cedric Möller:
Incorporating Type Information into Zero-Shot Relation Extraction. 10 - Júlio Cesar dos Reis, André Gomes Regino:
Generating E-commerce Related Knowledge Graph from Text: Open Challenges and Early Results using LLMs. 18 - Andrija Poleksic, Sanda Martincic-Ipsic:
Towards Dataset for Extracting Relations in the Climate-Change Domain. 15 - Jack Boylan, Demian Gholipour Ghalandari, Chris Hokamp, Dominic Thorn, Parsa Ghaffari, Shashank Mangla:
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction. 23 - Antonio Puertas Gallardo, Sergio Consoli, Mario Ceresa, Roel Hulsman, Lorenzo Bertolini:
On Constructing Biomedical Text-to-Graph Systems with Large Language Models. 12 - Hammad Nazir, Abid Ali Fareedi, Muhammad Ismail:
Battalogy: Empowering Battery Data Management through Ontology-driven Knowledge Graph. 18 - Enrico Motta, Angelo A. Salatino, Francesco Osborne, Livio Pompianu, Alessia Pisu, Diego Reforgiato Recupero, Daniele Riboni:
Leveraging Language Models for Generating Ontologies of Research Topics. 11 - Ananya Ananya, Sanju Tiwari, Nandana Mihindukulasooriya, Tommaso Soru, Ziwei Xu, Diego Moussallem:
Towards Harnessing Large Language Models as Autonomous Agents for Semantic Triple Extraction from Unstructured Text. 13 - Andreas Both, Aleksandr Perevalov:
Towards LLM-driven Natural Language Generation based on SPARQL Queries and RDF Knowledge Graphs. 14 - Daniil Dobriy:
Employing RAG to Create a Conference Knowledge Graph from Text. 18 - Danilo Dessì, Gianni Fenu, Sergio Consoli, Vanni Zavarella, Francesco Osborne, Davide Buscaldi, Simone Angioni, Diego Reforgiato Recupero:
Knowledge Graphs for Digital Transformation Monitoring in Social Media. 13
Data Quality meets Machine Learning and Knowledge Graphs
- Gabriele Tuozzo:
Moving from Tabular Knowledge Graph Quality Assessment to RDF Triples Leveraging ChatGPT. 9 - Pasquale Esposito:
The Linguistic Linked Open Data through the Linguists' Lens. 7 - Stefani Tsaneva, Stefan Vasic, Marta Sabou:
LLM-driven Ontology Evaluation: Verifying Ontology Restrictions with ChatGPT. 15 - Jose Emilio:
Extending Shape Expressions for different types of knowledge graphs. 15
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