📢 Call for Contributions

This joint workshop brings together researchers and practitioners working on the intersections of language models, knowledge representation, reasoning, ethics, and statistics. We encourage submissions that discuss novel techniques, approaches, and innovative ideas related to these topics.

Workshop Scope

This workshop merges three previously separate workshops:

  • NeLaMKRR: Next-Generation Language Models for Knowledge Representation and Reasoning
  • ReLLM: Reasoning and Ethics in Large Language Models
  • SKILL: Statistics and Knowledge Integration for Logic and Learning

Topics of Interest

  • Language models’ reasoning abilities
  • KR-style reasoning in LLMs
  • Ethical deployment and bias mitigation
  • Integration of symbolic and statistical methods
  • Neurosymbolic approaches
  • Domain-specific applications (medicine, law, science)
  • Chain of thought and prompting studies
  • Evaluation of reasoning accuracy

Submission Details

Submissions can be:

  • Long papers: 10-12 pages
  • Short/position papers: up to 6 pages
  • Extended abstracts: up to 2 pages

Follow the CEUR-WS formatting guidelines and the Overleaf template. Submit via submission page.