[CFP] 1st Workshop on Retrieval-Augmented Generation Enabled by Knowledge Graphs (RAGE-KG) @ISWC (Deadline in 1 week!)

Dear colleagues,

(apologies for cross-posting)
Please find below the last #CallForPapers for an exciting workshop at ISWC2024:

1st workshop on Retrieval-Augmented Generation Enabled by Knowledge Graphs (RAGE-KG)
the RAGE-KG workshop@ISWC2024 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
  *   3-6 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 RAG
  *   A short paper (same instruactions as above) describing the generation approach
  *   Appendix with the generated paper

Important Dates
Papers due: August 19, 2024 (extended, 23:59 anywhere on earth)
Notification to authors: September 4, 2024
Camera-ready deadline: September 24, 2024
Workshop dates: November 11 or 12, 2024

Submit via easy chair in CEUR Format (cf. https://ceur-ws.org/HOWTOSUBMIT.html#CEURART)

We are looking forward to exciting papers, talks, and discussions and to seeing you at ISWC in November!!!! Pleas contact us, if you plan to submit for any questions at the contact
ragekg2024@easychair.org



Organizational Committee
<https://dobriy.org/>
Daniil Dobriy

<https://kmi.open.ac.uk/people/francesco-osborne>
Francesco Osborne

<https://www.wu.ac.at/en/dpkm/team/sabou-marta>
Marta Sabou
Axel Polleres<https://aic.ai.wu.ac.at/~polleres/>
Umair Ahmed<https://2024.rage-kg.org/#>

--
Prof. Dr. Axel Polleres
Institute for Data, Process and Knowledge Management,
Department of Information Systems and Operations Management, WU Vienna
url: http://www.polleres.net/