Retrieval-Augmented Generation Enabled by Knowledge Graphs (RAGE-KG) Workshop - Co-located with: International Semantic Web Conference 2026 - Location and dates: Bari, Italy, October 25-29, 2026 - Workshop website: https://2026.rage-kg.org/ - Submission link: https://easychair.org/conferences/?conf=ragekg2026 - Abstract registration deadline: July 17, 2026 - Submission deadline: July 24, 2026
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 contributions and 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 and KAG (Knowledge-Augmented Generation) architectures leveraging Knowledge Graphs, Semantic Web standards and Linked Data - RAG and KAG design patterns including GraphRAG and AI Agents - Evaluating RAG and KAG 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 (https://ceur-ws.org/) and must follow the 1-column CEUR format (https://ceur-ws.org/HOWTOSUBMIT.html#CEURART): - Overleaf template (https://www.overleaf.com/latex/templates/template-for-submissions-to-ceur-wo...) - Latex template (https://docs.google.com/document/d/1ZY4bp2loFKkves6HE7q5j0HaQRT7ov06ZtmO3vZe...)
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