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
Event Schedule
Here is our event schedule for November 11, 2024
The workshop explores innovative approaches to integrating RAG with Knowledge Graphs
Session 1: Applications Combining Knowledge Graphs and RAG
Paper 1: CyKG-RAG: Towards knowledge-graph enhanced retrieval augmented generation for cybersecurity
Authors: Kabul Kurniawan, Elmar Kiesling, and Andreas Ekelhart
Paper 2: Knowledge Graph-Enhanced Retrieval Augmented Generation for E-Commerce
Authors: Zihao Xu, Zhejun Shen, Qunzhi Zhou, and Petar Ristoski
Paper 3: Towards Improving a Student Advisory Service Chatbot Using Knowledge Graphs
Authors: Daniel Delev, Emmie Schiffer, Felix Vogl, Andreea Iana, and Heiko Paulheim
Session 2: RAG Systems
Paper 4: Closed-Source vs Open-Source RAGs: lessons learned from the SemTab challenge
Authors: Margherita Martorana, Xueli Pan, Benno Kruit, Tobias Kuhn, and Jacco van Ossenbruggen
Paper 5: On the Relevant Set of Contexts for Evaluating Retrieval-Augmented Generation Systems
Authors: Dario Garigliotti
Break
Session 3: RAG for Enhancing Semantic Technologies
Paper 6: Leveraging Large Language Models to Identify Event-Driven Changes in Wikidata Entities
Authors: Gregor Vandak and Amin Anjomshoaa
Paper 7: Multilingual Word Sense Disambiguation for Semantic Annotations: Fusing Knowledge Graphs, Lexical Resources, and Large Language Models
Authors: Robert David, Anna Kernerman, Ilan Kernerman, Nicolas Ferranti, and Assaf Siani
Paper 8: Retrieval-Augmented Generation for Query Target Type Identification
Authors: Dario Garigliotti
Closing Session
Discussion and Closing
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: Closed
- 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
Subscribe to the workshop's newsletter to stay in the loop for updates and future events.