The SICSA XAI Workshop Organisation Committee would like to invite submissions of novel theoretical and applied research targeting the explainability of AI and ML systems. Example submission areas include (but are not limited to):
• Design and implementation of new methods of explainability for intelligent systems of all types, particularly highlighting complex systems combining multiple AI components.
• Evaluation of explainers or explanations using autonomous metrics, novel methods of user-centered evaluation, or evaluation of explainers with users in a real-world setting.
• Ethical considerations surrounding explanation of intelligent systems, including subjects such as accountability, accessibility, confidentiality and privacy.
Paper Submission Instructions
Paper submissions should be formatted according to Springer instructions (see https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines). You have the following submission options:
Short paper: 5-7 pages to describe preliminary work, present an overview of existing work or to be accompanied by a demonstration.
Position paper: 2-4 pages to present an idea, discuss challenges or identify the landscape in this area of research.
Workshop submissions will be subject to review by at least two reviewers who will be members of the Programme Committee. Researchers who submit demo systems will be required to provide access to the software in advance to facilitate evaluation.
To submit, please email k.martin3@rgu.ac.uk with your paper attached as a PDF file. Please give your email the subject 'SICSA XAI Workshop Paper Submission - [Contact Author Name]'. We will provide confirmation of your submission within 48 working hours from receiving your email.
Publishing
Accepted papers will be considered for publication through CEUR. CEUR is a free open-access publications service operated under RWTH Aachen University. For more information, see: http://ceur-ws.org/