Workshop on Case-Based Reasoning and Large Language Model Synergies (CBR-LLM)

July 1 Merida, Yucatan, Mexico

This workshop will explore opportunities for combining Case-Based Reasoning (CBR) and Large Language Models (LLMs), fostering a deeper understanding of their synergistic potential. This workshop will present an excellent opportunity for researchers and practitioners to discuss and share their insights on this new, exciting and rapidly evolving field of AI. We look forward to your contributions and an engaging and informative workshop.

Topics of Interest

  • Integration of CBR with LLMs for enhanced reasoning and decision-making.
  • CBR for prompt engineering for LLMs.
  • CBR for Retrieval Augmented Generation (RAG) for LLMs.
  • CBR for explaining LLM output (XAI).
  • CBR to provide guardrails and improve the alignment of LLMs.
  • LLMs for knowledge acquisition and modelling in CBR (case extraction, vocabulary, retrieval).
  • Multimodal LLMs and CBR.
  • Applications of LLMs enhancing the capabilities of CBR systems.
  • Case studies showcasing successful implementations of CBR-LLM synergies.
  • Ethical, scalability and maintenance considerations and challenges in usingCBR and LLMs.
  • Future directions and emerging trends at the intersection of CBR and LLMs.


We invite submissions that provide novel insights, research findings, or practical applications in the following formats:

Submissions will undergo a single-blind peer review process. Authors are encouraged to focus on clarity, conciseness, and relevance to the workshop themes.

Accepted papers will be included in the CEUR-WS proceedings, indexed by SCOPUS and Google Scholar, ensuring wide dissemination of your valuable work.

For a paper to appear in the proceedings, at least one of the authors must register for the AI track by the camera-ready copy deadline. Papers must be presented by one of the authors at the conference live. There will be no video presentations.


Please, check the workshop website for submission instructions.

Important Dates

Submission Deadline: April 1, 2024
Notification of Acceptance: April 17, 2024
Camera-ready Version: May 1, 2024
Special Track Date: July 1, 2024

Organizing Committee

Contact Information

For further details, visit the website at, or contact the special track chairs.