[CfP] Last Call | Retrieval-Augmented Generation Enabled by Knowledge Graphs Workshop co-located with ISWC 2025, Nara, Japan |

Dear colleagues,

Please find below the last #CallForPapers for an exciting workshop at ISWC 2025:

2nd Workshop on Retrieval-Augmented Generation Enabled by Knowledge Graphs (RAGE-KG)

https://2025.rage-kg.org/


The RAGE-KG workshop, co-located with ISWC 2025 explores the state of the art and goes beyond in integrating Retrieval-Augmented Generation (RAG) with Knowledge Graphs (KGs) as well as the synergies between Large Language Models (LLMs) and the Linked Open Data (LOD) ecosystem. We aim to foster innovative RAG architectures relying on Semantic Web standards and new approaches to make LOD usable by LLMs, enhancing their ability to generate reliable, verifiable and context-aware responses based on structured, decentralized and authoritative data sources .

Workshop topics include but not limited to:
integrating Retrieval-Augmented Generation (RAG) with Knowledge Graphs (KGs):
RAG Architectures Leveraging KGs, LOD and Semantic Web Standards
synergies between Large Language Models (LLMs) and the Linked Open Data (LOD) ecosystem:
Training and Fine-Tuning LLMs with Structured Data
innovative RAG architectures relying on Semantic Web standards and Graph Data (such as GraphRAG) 
Evaluating RAG Architectures with Structured Data
Prompting Language Models with Structured Data
new approaches to make LOD usable by LLMs, 
enhancing the ability to generate reliable, verifiable and context-aware responses based on structured, decentralized and authoritative data sources.
Language Model and Ontology-Supported SPARQL Query Generation
Neurosymbolic Approaches for Integrating Language Models with LOD

We encourage submissions in three possible formats including Use Cases, Work-In-Progress and Bold Proposals for such RAG Systems!
Short papers

Novel research contributions and preliminary results
Related to workshop topics
4-6 pages excluding references
Full papers

Novel research contributions of extended length
Related to workshop topics
7-12 pages excluding references
AI-generated papers

Papers generated using AI
A short paper describing the generation approach
Appendix with the generated paper itself


Important Dates

Papers due: August 2, 2025
Notification to authors: August 21, 2025
Camera-ready deadline: August 28, 2025
Workshop dates: November 2 or 3, 2025

Submit via easychair in CEUR Format (cf. workshop website):

https://easychair.org/my/conference?conf=ragekg25

We are looking forward to exciting papers, talks, and discussions and to seeing you at ISWC in November! For any questions contact us at  daniil.dobriy@wu.ac.at <mailto:daniel.dobriy@wu.ac.at> 
Organisational Committee, RAGE-KG

Daniil Dobriy
Sanju Tiwari
Jennifer D’Souza
Nandana Mihindukulasooriya
Francesco Osborne