- From: <daniil.dobriy@wu.ac.at>
- Date: Tue, 22 Jul 2025 11:07:47 +0200
- To: semantic-web@w3.org
- Message-Id: <EAC772FB-2C4C-43A1-B62C-11D5F2F0B503@wu.ac.at>
Dear colleagues, Please find below the last #CallForPapers for an exciting workshop at ISWC 2025: 2nd Workshop on Retrieval-Augmented Generation Enabled by Knowledge Graphs (RAGE-KG) https://2025.rage-kg.org/ The RAGE-KG workshop, co-located with ISWC 2025 explores the state of the art and goes beyond in integrating Retrieval-Augmented Generation (RAG) with Knowledge Graphs (KGs) as well as the synergies between Large Language Models (LLMs) and the Linked Open Data (LOD) ecosystem. We aim to foster innovative RAG architectures relying on Semantic Web standards and new approaches to make LOD usable by LLMs, enhancing their ability to generate reliable, verifiable and context-aware responses based on structured, decentralized and authoritative data sources . Workshop topics include but not limited to: integrating Retrieval-Augmented Generation (RAG) with Knowledge Graphs (KGs): RAG Architectures Leveraging KGs, LOD and Semantic Web Standards synergies between Large Language Models (LLMs) and the Linked Open Data (LOD) ecosystem: Training and Fine-Tuning LLMs with Structured Data innovative RAG architectures relying on Semantic Web standards and Graph Data (such as GraphRAG) Evaluating RAG Architectures with Structured Data Prompting Language Models with Structured Data new approaches to make LOD usable by LLMs, enhancing the ability to generate reliable, verifiable and context-aware responses based on structured, decentralized and authoritative data sources. Language Model and Ontology-Supported SPARQL Query Generation Neurosymbolic Approaches for Integrating Language Models with LOD We encourage submissions in three possible formats including Use Cases, Work-In-Progress and Bold Proposals for such RAG Systems! Short papers Novel research contributions and preliminary results Related to workshop topics 4-6 pages excluding references Full papers Novel research contributions of extended length Related to workshop topics 7-12 pages excluding references AI-generated papers Papers generated using AI A short paper describing the generation approach Appendix with the generated paper itself Important Dates Papers due: August 2, 2025 Notification to authors: August 21, 2025 Camera-ready deadline: August 28, 2025 Workshop dates: November 2 or 3, 2025 Submit via easychair in CEUR Format (cf. workshop website): https://easychair.org/my/conference?conf=ragekg25 We are looking forward to exciting papers, talks, and discussions and to seeing you at ISWC in November! For any questions contact us at daniil.dobriy@wu.ac.at <mailto:daniel.dobriy@wu.ac.at> Organisational Committee, RAGE-KG Daniil Dobriy Sanju Tiwari Jennifer D’Souza Nandana Mihindukulasooriya Francesco Osborne
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Received on Tuesday, 22 July 2025 09:08:54 UTC