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- | ====== The EXplainable AI in Law (XAILA) | + | ====== The EXplainable |
- | Organized by: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | + | **The main XAILA webpage is [[http://xaila.geist.re]]** |
- | at the [[http://jurix2018.ai.rug.nl/ | + | |
- | ===== Abstract ===== | + | XAILA is an interdisciplinary workshop on the intersection of AI and Law, focusing on the important issues |
- | Humanized AI emphasizes transparency and explainability in AI systems. These perspectives have an important ethical dimension, that is most often analyzed by philosophers. However, in order for it to be fruitful for AI engineers, it has to be properly focused. The intersection | + | |
- | ===== Motivation and workshop topics ===== | + | See more information on the [[start# |
- | Humanized AI (HAI) includes important perspectives in AI systems, including transparency and explainability (XAI). Another one is the affective computing paradigm. These perspectives have an important ethical dimension. While ethical discussion is conducted by many philosophers, | + | ===== XAILA at JURIX 2021 ===== |
- | We believe, that it is the intersection of Law and AI that makes such an endeavor possible. Together, this lays foundations and provides a conceptual framework for ethical concepts and values in AI systems. Therefore, when discussing ethical consequences and considerations of transparent and explainable AI systems, including affective systems, we should focus on the legal conceptual framework. A significant part of AI and Law research during the last two decades was devoted to operationalization of legal thinking with values. These results may now be reconsidered in a broader context, concerning the development of XAI systems and their social impact. As such it is a very timely issue for the AI and Law community. | + | |
- | Our objective is to bring people from AI interested in XAI/HAI topics (possibly with broader background than just engineering) and create an ample space for discussion with people from the field of legal scholarship and/or legal practice. As many members of the AI and Law community join both perspectives, | + | |
- | * non-functional design choices for explainable and transparent AI systems (including legal requirements) | + | |
- | * legal requirements for AI systems in some specific domain | + | |
- | * legal consequences of black-box AI systems | + | |
- | * legal criteria for explainable and transparent AI systems | + | |
- | * possible applications of XAI systems in the area of legal policy deliberation, | + | |
- | * ethical and legal implications of the use of AI systems in different spheres of societal life | + | |
- | * relation of XAI and argumentation technologies | + | |
- | * XAI models and architectures | + | |
- | * understanding of the notions of explanation and transparency in XAI | + | |
- | * risk-based approach to analysis of AI systems and the influence of XAI on risk assessment | + | |
- | * incorporating ethical values into AI systems and the legal interpretation and consequences of this process | + | |
- | * XAI, privacy and data protection | + | |
- | * possible legal aspects and consequences of affective systems | + | |
- | * legal requirements and risks in AI applications | + | |
- | * XAI, certification and compliance | + | |
- | ===== Program committee ===== | ||
- | Martin Atzmueller, Tilburg University, The Netherlands\\ | + | ===== Past editions |
- | Michal Araszkiewicz, | + | |
- | Kevin Ashley, University | + | |
- | Szymon Bobek, AGH University, Poland\\ | + | |
- | Jörg Cassens, University of Hildesheim, Germany\\ | + | |
- | David Camacho, Universidad Autonoma de Madrid, Spain\\ | + | |
- | Pompeu Casanovas, Universitat Autonoma de Barcelona, Spain\\ | + | |
- | Colette Cuijpers, Tilburg University, The Netherlands\\ | + | |
- | Rafał Michalczak, Jagiellonian University, Poland\\ | + | |
- | Teresa Moreira, University of Minho Braga, Portugal\\ | + | |
- | Paulo Novais, University of Minho Braga, Portugal\\ | + | |
- | Grzegorz J. Nalepa, AGH University, Jagiellonian University, Poland\\ | + | |
- | Tiago Oliveira, National Institute of Informatics, | + | |
- | Martijn von Otterlo, Tilburg University, The Netherlands\\ | + | |
- | Adrian Paschke, Freie Universität Berlin, Germany\\ | + | |
- | Monica Palmirani, Università di Bologna, Italy\\ | + | |
- | Radim Polčák, Masaryk University, Czech Republic\\ | + | |
- | Marie Postma, Tilburg University, The Netherlands\\ | + | |
- | Ken Satoh, National Institute of Informatics, | + | |
- | Erich Schweighofer, | + | |
- | Dominik Ślęzak, Warsaw University, Poland\\ | + | |
- | Michal Valco, University of Presov, Slovakia\\ | + | |
- | Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland | + | |
- | ===== Important dates ===== | + | [[xaila2021icail|The fourth edition of XAILA, XAILA2021ICAIL]] was |
+ | organized by Michał Araszkiewicz, | ||
+ | at the 18th International Conference on Artificial Intelligence and Law (ICAIL 2021) held in Sao Paulo, Brazil (entirely online). | ||
- | * Submission: 14.11.2018 | + | [[xaila2020|The third edition of XAILA, XAILA2020]] was |
- | * Notification: | + | organized by Grzegorz J. Nalepa, Michał Araszkiewicz, |
- | * Camera-ready: | + | |
- | * Workshop: | + | |
- | ===== Submission ===== | + | XAILA 2020 proceedings can be found at [[http://ceur-ws.org/Vol-2891/]] |
- | Please submit using the dedicated Easychair installation | + | |
- | We accept long (8 pages) | + | [[start2019|The second edition of XAILA, XAILA2019]] was organized by: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, |
- | Please use the [[http://www.iospress.nl/service/authors/latex-and-word-tools-for-book-authors/ | + | at the [[https:// |
- | |IOS Press LaTeX format.]] | + | December 11, 2019, Madrid, Spain in ETSI Minas y Energía School |
+ | [[start2019|See | ||
+ | |||
+ | XAILA 2019 proceedings can be found at [[http://ceur-ws.org/Vol-2681]] | ||
+ | |||
+ | We also proposed XAILA to be held on the [[https://icail2019-cyberjustice.com|International Conference on Artificial Intelligence | ||
+ | [[icail2019|See the dedicated page for XAILA2019@ICAIL]] | ||
+ | |||
+ | [[start2018|The first edition, XAILA2018]] was | ||
+ | Organized by: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | ||
+ | at the [[http:// | ||
+ | [[start2018|See the dedicated page for XAILA2018]] | ||
- | ===== Proceedings ===== | + | XAILA 2018 proceedings |
- | Workshop | + | |
- | A post workshop journal publication is considered. | + | |
- | ===== Call for papers ===== | ||