[CFP] SKILLED-LLMs 2026 Workshop @ FLoC: Reasoning, Knowledge Integration, and Ethical AI

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Federico Sabbatini

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Apr 10, 2026, 10:12:54 AM (4 days ago) Apr 10

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Dear colleagues,

We are pleased to invite submissions to SKILLED-LLMs 2026 – the Joint Workshop on Statistics and Knowledge Integration for Logic, Learning, Ethical Decisions, and LLMs, to be held July 18–19, 2026, co-located with the Federated Logic Conference (FLoC 2026).

The workshop aims to bring together researchers interested in the foundations and capabilities of modern AI systems, particularly at the intersection of language models, reasoning, knowledge integration, and responsible decision-making. As large language models become increasingly central to AI applications, questions about their reasoning abilities, interaction with structured knowledge, and principled deployment have become more important than ever.

We welcome contributions that explore these questions from a variety of perspectives, including work on:

• Reasoning capabilities of language models
• Integration of symbolic and statistical approaches
• Knowledge representation and structured knowledge for AI systems
• Neuro-symbolic and hybrid methods
• Decision-making, interaction, and coordination in AI systems
• Ethical considerations and bias mitigation in AI deployment

Important Dates

Paper Submission Deadline: April 20, 2026
Author Notification: May 20, 2026
Workshop Date: July 18, 2026

More details and the full call for papers are available at:
https://skilled-llms.github.io/2026/

We would be delighted to see contributions and participation from across the community.