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- | ====== The EXplainable AI in Law (XAILA) | + | ====== The EXplainable AI in Law (XAILA) Workshop ====== |
- | **XAILA | + | **XAILA webpage [[http:// |
+ | **The second edition of XAILA** will be held on the [[https:// | ||
+ | |||
+ | **Organized by:** Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | ||
+ | |||
+ | [[start2018|The first edition, XAILA2018]] was | ||
**Organized by:** Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | **Organized by:** Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | ||
at the [[http:// | at the [[http:// | ||
+ | [[start2018|See the dedicated page for XAILA2018]] | ||
- | ===== Abstract | + | ===== XAILA2019@ICAIL |
- | 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 of Law and AI that makes it possible, as it provides a conceptual framework for ethical concepts and values in AI systems. 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 HAI systems and their social impact. It is a timely issue for the AI and Law community. | + | |
- | ===== Motivation | + | The 2nd EXplainable AI in Law Workshop (XAILA2019@ICAIL) |
+ | at the | ||
+ | [[https:// | ||
+ | June 17-21, 2019, Montréal (Qc.), Canada | ||
- | Humanized AI (HAI) includes important perspectives in AI systems, including transparency and explainability (XAI). | + | |
- | We believe, that it is the intersection of Law and AI that makes such an endeavor possible. Together, this lays foundations | + | Organizers: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, |
- | Our objective | + | |
+ | ==== Workshop and description ==== | ||
+ | |||
+ | Humanized AI (HAI) includes important perspectives in AI systems, including transparency and explainability (XAI). | ||
+ | |||
+ | ==== Topics ==== | ||
+ | |||
+ | The scope of the XAILA workshop encompasses a broad array of topics including, but not limited | ||
+ | * the notions of transparency, | ||
* non-functional design choices for explainable and transparent AI systems (including legal requirements) | * non-functional design choices for explainable and transparent AI systems (including legal requirements) | ||
- | * legal requirements for AI systems in specific domains | ||
* legal consequences of black-box AI systems | * legal consequences of black-box AI systems | ||
* legal criteria for explainable and transparent AI systems | * legal criteria for explainable and transparent AI systems | ||
* 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 | * ethical and legal implications of the use of AI systems in different spheres of societal life | ||
+ | * the notion of right to explanation | ||
* relation of XAI and argumentation technologies | * relation of XAI and argumentation technologies | ||
* XAI models and architectures | * XAI models and architectures | ||
- | | + | * 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 | * incorporating ethical values into AI systems and the legal interpretation and consequences of this process | ||
* XAI, privacy and data protection | * XAI, privacy and data protection | ||
* possible legal aspects and consequences of affective systems | * possible legal aspects and consequences of affective systems | ||
- | * legal requirements and risks in AI applications | ||
* XAI, certification and compliance | * XAI, certification and compliance | ||
- | ===== Program committee | + | ==== The intended audience |
+ | The workshop is of particular interest for the members of AI and Law community. However, it may also be found relevant by sociologists, | ||
+ | |||
+ | ==== List of members of the program committee | ||
+ | // | ||
Martin Atzmueller, Tilburg University, The Netherlands\\ | Martin Atzmueller, Tilburg University, The Netherlands\\ | ||
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Radim Polčák, Masaryk University, Czech Republic\\ | Radim Polčák, Masaryk University, Czech Republic\\ | ||
Marie Postma, Tilburg University, The Netherlands\\ | Marie Postma, Tilburg University, The Netherlands\\ | ||
+ | Juan Pavón, Universidad Complutense de Madrid, Spain\\ | ||
Ken Satoh, National Institute of Informatics, | Ken Satoh, National Institute of Informatics, | ||
Erich Schweighofer, | Erich Schweighofer, | ||
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Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland | Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland | ||
- | ===== Important dates ===== | + | ==== Important dates ==== |
- | * Submission: 14.11.2018 | + | Submission: 26.04.2019\\ |
- | | + | Notification: |
- | | + | Camera-ready: |
- | | + | Workshop: |
- | ===== Submission | + | ==== Submission |
- | Please submit using the dedicated Easychair installation [[https:// | + | Please submit using the dedicated Easychair installation |
+ | [[https:// | ||
- | We accept long (8 pages) and short (4 pages) papers in PDF. | + | We accept long (8 pages) and short/ |
- | Please use the [[http://www.iospress.nl/service/authors/ | + | Please use the ACM format: |
- | |IOS Press format.]] | + | |
- | ===== Proceedings ===== | ||
Workshop proceedings will be made available by CEUR-WS. | Workshop proceedings will be made available by CEUR-WS. | ||
A post workshop journal publication is considered. | A post workshop journal publication is considered. | ||
- | ===== Call for papers ===== | ||
- | {{ : |