Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI: Proceedings of the 20th International Conference on Semantic Systems, 17-19 September 2024, Amsterdam, the Netherlands

Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI: Proceedings of the 20th International Conference on Semantic Systems, 17-19 September 2024, Amsterdam, the Netherlands

Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI: Proceedings of the 20th International Conference on Semantic Systems, 17-19 September 2024, Amsterdam, the Netherlands

eBook
Author(s):International Conference on Semantic Systems; Angelo Salatino; Mehwish Alam; Femke Ongenae
Format: Original PDF
Published year: 2024
Publisher: SAGE Publications
Language: English
ISBN: 9781643685373

Summary

Intro -- Title Page -- Preface -- About the Conference -- Contents -- Knowledge Engineering with Large Language Models -- Exploring Prompt Generation Utilizing Graph Search Algorithms for Ontology Matching -- Leveraging Semantic Model and LLM for Bootstrapping a Legal Entity Extraction: An Industrial Use Case -- Investigate the Impact of Contextual Information on LLMs for Taxonomy Expansion -- Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata Enrichment -- Embeddings and Machine Learning on Knowledge Graphs -- Stitching Gaps: Fusing Situated Perceptual Knowledge with Vision Transformers for High-Level Image Classification -- Entity Linking with Out-of-Knowledge-Graph Entity Detection and Clustering Using Only Knowledge Graphs -- TWIG-I: Embedding-Free Link Prediction and Cross-KG Transfer Learning Using a Small Neural Architecture -- ReWise: A Relation-Wise Sampling Framework for Relational Graph Convolutional Networks -- Semantically Describing Predictive Models for Interpretable Insights into Lung Cancer Relapse -- Ontologies and Knowledge Graphs -- Assessing the FAIRness of Software Repositories Using RDF and SHACL -- Semantic Smart Readiness Indicator Framework -- Towards Digital Sustainability Reporting: An Ontology for Mapping of Indicators in GRI and ESRS -- Ontology Based Event Knowledge Graph Enrichment Using Case Based Reasoning -- A Foundational Ontology of Deepfake Attacks and Knowledge Graph Application -- Linked Data Management -- Access Governance with Linked Data: Authorisation Ontology and Enforcement Mechanisms in the Dutch Federated Data System Context -- A Model and Case Study for Searching and Reading Cross-Border Multilingual Legislation on the Semantic Web -- Enabling Delayed-Answer Auctions for RDF Knowledge Graphs Monetisation.
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