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.

Submission Guidelines

• Short papers describing novel research contributionsand preliminary results. Related to workshop topics. 4-6 pages excluding references.
• Full papers describing novel research contributions of extended length. Related to workshop topics. 8-12 pages excluding references.

The papers will be peer-reviewed (single-blind) by multiple researchers.

Upon acceptance, one author must register at the conference and present at the workshop.

List of Topics

• RAG Architectures

  • RAG architectures leveraging Knowledge Graphs, Semantic Web standards and Linked Data
  • RAG design patterns including GraphRAG and AI Agents
  • 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
• Special track on RAG-systems for Human-AI Value Alignment
  • RAG-based approaches for content moderation and harm reduction;
  • Designing RAG systems to deal with human subjectivity

Committees

Organizing committee

• Daniel Dobriy
• Marco Antonio Stranisci
• Arianna Graciotti
• Blerina Spahiu
• Sahar Vahdati

Publication

Papers will be submitted to be published with CEUR and must follow the 1-column CEUR format:

• Overleaf template
• Latex and DOCX templates

Venue

Where

ISWC 2026 | Bari, Italy

When

October 25–26, 2026

Contact

All questions about submissions should be emailed to daniel.dobriy@wu.ac.at