Joint Workshop on Statistics and Knowledge Integration for Logic, Learning, Ethical Decisions, and LLMs
Lisbon, Portugal, 18/07/2026
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. 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), and SKILL (Statistics and Knowledge Integration for Logic and Learning).
temi di interesse
- 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
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