Retrieval-Augmented Generation
Enabled by Knowledge Graphs

Academic workshop at | ISWC 2025 | Nara, Japan

About the event ↓

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




Event Speakers

Speakers will be announced soon!

Speaker 1

TBD

TBD

Speaker 2

TBD

TBD

Speaker 3

TBD

TBD

Event Schedule

Here is our event schedule (TBD)

The workshop explores innovative approaches to presenting academic work
and stimulating open scholarly discussion.

Welcome

Welcome from the organisers, agenda

TBD

KeynotesTBD

TBD

Lightning talks