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XAILA is an interdisciplinary workshop on the intersection of AI and Law, focusing on the important issues of EXplainable and Responsible AI. | XAILA is an interdisciplinary workshop on the intersection of AI and Law, focusing on the important issues of EXplainable and Responsible AI. | ||
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- | In 2020 we are having the 3rd edition of XAILA, organized by Grzegorz J. Nalepa, Michał Araszkiewicz, | ||
- | (Jagiellonian University, Poland; University of Groningen, The Netherlands; | ||
- | JURIX 2020 is the 33rd International Conference on Legal Knowledge and Information Systems organised by the Foundation for Legal Knowledge Based Systems (JURIX) since 1988. JURIX 2020 is co-hosted by the Institue of Law and Technology (Faculty of Law, Masaryk University, Brno) and the Knowledge-based Software Systems Group (Department of Computer Science, Faculty of Electrical Engineering, | ||
See more information on the [[start# | See more information on the [[start# | ||
- | ===== XAILA 2020 at JURIX2020 | + | ===== XAILA at JURIX 2021 ===== |
- | ==== Workshop Program ==== | + | |
- | The workshop will take place on 09.12.2020 online using MSTeams. | + | |
- | More details will follow. | + | |
- | ==== Invited Speakers ==== | ||
- | {{: | + | ===== Past editions |
- | **Professor Dr. Philipp Hacker**, LL.M. (Yale), holds the Chair for Law and Ethics | + | |
- | **Title | + | [[xaila2021icail|The fourth edition |
+ | organized by Michał Araszkiewicz, | ||
+ | at the 18th International Conference on Artificial Intelligence | ||
- | **Abstract** | + | [[xaila2020|The third edition |
- | The talk will focus on the interaction between AI models and liability in the domain | + | organized by Grzegorz J. Nalepa, Michał Araszkiewicz, |
- | ==== Call for Papers ==== | + | XAILA 2020 proceedings can be found at [[http://ceur-ws.org/ |
- | {{ :xaila: | + | |
- | ==== Motivation for the workshop ==== | + | [[start2019|The second edition of XAILA, XAILA2019]] was organized by: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, |
+ | at the [[https:// | ||
+ | December 11, 2019, Madrid, Spain in ETSI Minas y Energía School (Universidad Politécnica de Madrid) | ||
+ | [[start2019|See the dedicated page for XAILA2019]] | ||
- | In the last several years we have observed a growing interest in advanced AI systems achieving impressive task performance. However, there has also been an increased awareness of their complexity and challenging consequences of their possibly limited understandability to humans. In response, a number of research directions have been initiated. These include humanized or human-centered AI, as well as ethically aligned, ethically designed, or just ethical AI. In many of these ideas, the principal concept seems to be the explanatory capability of the AI system (XAI), e.g. via interpretable and explainable machine learning, inclusion of human background knowledge and adequate declarative knowledge, that could provide foundations not only for transparency and understandability, | + | XAILA 2019 proceedings can be found at [[http:// |
- | Recently, the term responsible AI (RAI) has been coined as a step beyond XAI. Discussion of RAI has been again strongly influenced by the “ethical” perspective. However, as practitioners in our fields we are convinced, that the advancements of AI are way too fast, and the ethical perspective much too vague to offer conclusive and constructive results. We are convinced, that the concepts of responsibility, | + | We also proposed XAILA to be held on the [[https:// |
- | + | [[icail2019|See the dedicated | |
- | ==== Topics of interest | + | |
- | + | ||
- | Our objective is to bring people from AI interested in XAI and RAI topics | + | |
- | + | ||
- | * the notions of transparency, | + | |
- | * non-functional design choices for explainable and transparent AI systems | + | |
- | * legal consequences of black-box AI systems | + | |
- | * legal criteria and requirements for explainable, | + | |
- | * criteria of legal responsibility discussed in the context of intelligent systems operation and the role of explainability in liability ascription | + | |
- | * possible applications of XAI systems in the area of legal policy deliberation, | + | |
- | * legal implications of the use of AI systems in different spheres of societal life | + | |
- | * the notion of right to explanation | + | |
- | * relation of XAI and RAI to argumentation technologies | + | |
- | * approaches and architectures for XAI and RAI in AI systems | + | |
- | * XAI, RAI and declarative domain knowledge | + | |
- | * risk-based approach to analysis of AI systems and the influence of XAI on risk assessment | + | |
- | * incorporation of ethical values into AI systems, its legal interpretation and consequences | + | |
- | * XAI, privacy and data protection (conceptual and theoretical issues) | + | |
- | * XAI, certification and compliance | + | |
- | + | ||
- | ==== Workshop format ==== | + | |
- | Workshop format: paper presentations + panel discussion, invited talk/s. | + | |
- | + | ||
- | Intended audience are practitioners and theorists from both law and AI. | + | |
- | + | ||
- | ==== Program Committee ==== | + | |
- | + | ||
- | List of members of the program committee (to be confirmed): | + | |
- | Martin Atzmueller, Osnabrueck University, Germany\\ | + | |
- | Michal Araszkiewicz, | + | |
- | Kevin Ashley, University of Pittsburgh, USA\\ | + | |
- | 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\\ | + | |
- | 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, | + | |
- | Jaromír Šavelka, Carnegie Mellon University, USA\\ | + | |
- | Erich Schweighofer, | + | |
- | Michal Valco, Constantine the Philosopher University in Nitra, Slovakia\\ | + | |
- | Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland\\ | + | |
- | + | ||
- | ==== Important dates ==== | + | |
- | + | ||
- | Submission: // | + | |
- | Notification: | + | |
- | Camera-ready: | + | |
- | Workshop: | + | |
- | + | ||
- | ==== Submission details ==== | + | |
- | + | ||
- | We accept regular/ | + | |
- | We also welcome short and position papers of 6pp. | + | |
- | Please use the [[https:// | + | |
- | + | ||
- | A dedicated | + | |
- | + | ||
- | Workshop proceedings will be made available by CEUR-WS. A post workshop journal publication is considered. | + | |
- | + | ||
- | ===== Past editions of XAILA ===== | + | |
[[start2018|The first edition, XAILA2018]] was | [[start2018|The first edition, XAILA2018]] was | ||
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XAILA 2018 proceedings can be found at [[http:// | XAILA 2018 proceedings can be found at [[http:// | ||
- | We also proposed XAILA to be held on the [[https:// | ||
- | [[icail2019|See the dedicated page for XAILA2019@ICAIL]] | ||
- | |||
- | [[start2019|The second edition of XAILA, XAILA2019]] was Organized by: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | ||
- | at the [[https:// | ||
- | December 11, 2019, Madrid, Spain in ETSI Minas y Energía School (Universidad Politécnica de Madrid) | ||
- | [[start2019|See the dedicated page for XAILA2019]] | ||
- | |||
- | XAILA 2019 proceedings can be found at [[http:// | ||