About the workshop
RAGE-KG explores the state of the art and goes beyond in integrating Retrieval-Augmented Generation (RAG) with Knowledge Graphs as well as the synergies between Large Language Models and the Linked Open Data ecosystem. We aim to foster innovative RAG architectures relying on Semantic Web standards and new approaches to make Linked Open Data usable by LLMs, enhancing their ability to generate reliable, verifiable and context-aware responses based on structured, decentralized and authoritative data sources.
Where
ISWC 2025 | Nara, Japan
When
November 2-3, 2025 | TBD
Workshop Topics
Exploring the frontiers of Retrieval-Augmented Generation
RAG Architectures
- RAG architectures leveraging Knowledge Graphs, Semantic Web standards and Linked Data
- RAG design patterns including GraphRAG and Agentic RAG
- Evaluating RAG architectures with structured data
LLMs and Structured Data
- Training and fine-tuning LLMs with structured data
- Prompting Language Models with structured data
- Language Model-supported and ontology-supported SPARQL query generation
Innovative Approaches
- Neurosymbolic approaches for integrating Language Models with Linked Open Data, Semantic Web and Knowledge Graphs
- Use Cases, Work-In-Progress and, especially, Bold Proposals for RAG systems
Call for Papers
We welcome short papers, full papers and AI-generated papers.
The papers will be peer-reviewed by multiple researchers.
Selected papers will be published with CEUR.
All papers should follow the 1-column CEUR format:
Important Dates
Short and full papers
- Abstracts due: July 7, 2025
- Papers due: July 11, 2025
- Acceptance notification to authors: August 1, 2025
- Camera-ready deadline: August 28, 2025
- Workshop dates: November 2-3, 2025
AI-generated papers
(incl. description of the generation approach)
- AI-generated papers due: July 11, 2025
- Notification to authors: August 1, 2025
(All deadlines are midnight Anywhere on Earth time)
Organizational Committee
The organisational committee comprises experts in the fields of neurosymbolic AI and Semantic Web.
Sponsors
TBD
Workshop venue
Workshop venue location info
Nara Prefectural Convention Center
Nara Prefectural Convention Center is located in the middle of Nara City between Nara Park and Heijo Palace Site, surrounded by World Heritage sites.
The workshop space will be announced closer to the conference date (TBD).