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xaila:start [2018/10/12 08:52] – [Call for papers] gjn | xaila:start [2020/09/30 21:48] – 2020 gjn | ||
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- | ====== The EXplainable AI in Law (XAILA) | + | ====== The EXplainable |
- | **XAILA | + | **The main XAILA webpage |
- | **Organized by:** Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | + | XAILA is an interdisciplinary workshop on the intersection of AI and Law, focusing on the important issues of EXplainable and Responsible AI. |
- | at the [[http:// | + | |
- | ===== Abstract ===== | + | In 2020 we are having the 3rd edition of XAILA, organized |
- | Humanized AI emphasizes transparency and explainability in AI systems. These perspectives have an important ethical dimension, that is most often analyzed | + | (Jagiellonian University, Poland; University |
+ | JURIX 2020 is the 33rd International Conference on Legal Knowledge and Information Systems organised by the Foundation | ||
- | ===== Motivation and workshop topics ===== | + | See more information on the [[start# |
- | Humanized AI (HAI) includes important perspectives | + | ===== XAILA 2020 at JURIX2020 ===== |
- | We believe, that it is the intersection | + | ==== Call for Papers ==== |
- | Our objective is to bring people from AI interested in XAI/HAI topics | + | {{ : |
- | * non-functional design choices for explainable and transparent AI systems | + | |
- | * legal requirements for AI systems in some specific domain | + | ==== Motivation for the workshop ==== |
+ | |||
+ | In the last several years we have observed a growing interest | ||
+ | |||
+ | 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 | ||
+ | |||
+ | ==== 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 consequences of black-box AI systems | ||
- | * legal criteria for explainable | + | * legal criteria |
+ | * 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, | * 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 | + | * legal implications of the use of AI systems in different spheres of societal life |
- | * relation of XAI and argumentation technologies | + | * the notion of right to explanation |
- | * XAI models | + | * |
- | * understanding of the notions of explanation | + | * approaches |
- | * risk-based approach to analysis of AI systems and the influence of XAI on risk assessment | + | * XAI, RAI and declarative domain knowledge |
- | * incorporating | + | * risk-based approach to analysis of AI systems and the influence of XAI on risk assessment |
- | * XAI, privacy and data protection | + | * incorporation of ethical values into AI systems, its legal interpretation and consequences |
- | * possible legal aspects | + | * XAI, privacy and data protection |
- | * legal requirements and risks in AI applications | + | |
* XAI, certification and compliance | * XAI, certification and compliance | ||
- | ===== Program committee ===== | + | ==== Workshop format |
+ | Workshop format: paper presentations + panel discussion, invited talk/s. | ||
- | Martin Atzmueller, | + | 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, | ||
Michal Araszkiewicz, | Michal Araszkiewicz, | ||
Kevin Ashley, University of Pittsburgh, USA\\ | Kevin Ashley, University of Pittsburgh, USA\\ | ||
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David Camacho, Universidad Autonoma de Madrid, Spain\\ | David Camacho, Universidad Autonoma de Madrid, Spain\\ | ||
Pompeu Casanovas, Universitat Autonoma de Barcelona, 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\\ | Teresa Moreira, University of Minho Braga, Portugal\\ | ||
Paulo Novais, University of Minho Braga, Portugal\\ | Paulo Novais, University of Minho Braga, Portugal\\ | ||
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Ken Satoh, National Institute of Informatics, | Ken Satoh, National Institute of Informatics, | ||
Erich Schweighofer, | Erich Schweighofer, | ||
- | Dominik Ślęzak, Warsaw University, Poland\\ | + | Michal Valco, |
- | Michal Valco, University | + | Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland\\ |
- | Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland | + | |
- | ===== Important dates ===== | + | ==== Important dates ==== |
+ | |||
+ | Submission: 26.10.2020\\ | ||
+ | Notification: | ||
+ | Camera-ready: | ||
+ | Workshop: | ||
+ | |||
+ | ==== Submission details ==== | ||
+ | |||
+ | A dedicated Easychair installation is provided at [[https:// | ||
+ | |||
+ | 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 | ||
+ | Organized by: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | ||
+ | at the [[http:// | ||
+ | [[start2018|See the dedicated page for XAILA2018]] | ||
- | * Submission: 14.11.2018 | + | XAILA 2018 proceedings can be found at [[http://ceur-ws.org/Vol-2381]] |
- | * Notification: 23.11.2018 | + | |
- | * Camera-ready: 30.11.2018 | + | |
- | * Workshop: | + | |
- | ===== Submission ===== | + | We also proposed XAILA to be held on the [[https://icail2019-cyberjustice.com|International Conference on Artificial Intelligence and Law (ICAIL)]], June 17-21, 2019, Montréal (Qc.), Canada. While the workshop was met with a large interest, and attracted many registered participants, |
- | Please submit using the dedicated Easychair installation | + | [[icail2019|See the dedicated page for XAILA2019@ICAIL]] |
- | We accept long (8 pages) and short (4 pages) papers. | + | [[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/ | + | at the [[https://jurix2019.oeg-upm.net/|JURIX 2019 32nd International Conference on Legal Knowledge |
- | |IOS Press LaTeX format.]] | + | December 11, 2019, Madrid, Spain in ETSI Minas y Energía School (Universidad Politécnica de Madrid) |
+ | [[start2019|See the dedicated page for XAILA2019]] | ||
- | ===== Proceedings ===== | + | XAILA 2019 proceedings |
- | Workshop | + | |
- | A post workshop journal publication is considered. | + | |
- | ===== Call for papers ===== | ||
- | {{ : |