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 2024 | Baltimore, Maryland, USA
When
November 11, 2024 | TBD
Workshop Topics
Exploring the frontiers of Retrieval-Augmented Generation
RAG & Knowledge Graphs
- RAG Architectures with KGs, LOD, and Semantic Web Standards
- Innovative RAG architectures (e.g., GraphRAG)
- Evaluating RAG Architectures with Structured Data
LLMs & Linked Open Data
- Training and Fine-Tuning LLMs with Structured Data
- Prompting Language Models with Structured Data
- New approaches to make LOD usable by LLMs
Advanced Techniques
- Enhancing reliable responses from structured sources
- LM and Ontology-Supported SPARQL Query Generation
- Neurosymbolic Approaches for integrating LMs with LOD
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
- Papers due: Open
- Notification to authors: from September 5, 2024
- Camera-ready deadline: September 24, 2024
- Workshop dates: November 11, 2024
AI-generated papers
(incl. description of the generation approach)
- AI-generated papers due: October 11, 2024
- Notification to authors: October 21, 2024
(All deadlines are midnight Anywhere on Earth time.)
Organizational Committee
The organisational committee comprises experts in the fields of neurosymbolic AI and Semantic Web.
Workshop venue
Workshop venue location info
Live! Casino & Hotel Maryland
This year's venue has thousands of slot machines and table games, dining from very fancy to casual, a full-service spa, and well-appointed hotel rooms. On the 14th of November, there will be a Blackjack tournament.
The workshop space will be announced closer to the conference date (TBD).
Newsletter
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