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).
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
hosting event
works as
origin event for publication
hosting event for talk
hosted event for
NL2UNIFOL: From Natural Language Sentences to Uniform First-Order Logic Formulae (paper in proceedings, 2026) — Matteo Magnini, Davide Liga, Luca Pasetto
From Language to Agency: Intermediate Representations for better LLM Agents (SKILLED-LLMs 2026 @ FLoC 2026, 18/07/2026) — Giovanni Ciatto (Giovanni Ciatto)