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- | ====== The EXplainable AI in Law (XAILA) Workshop ====== | + | ====== The EXplainable |
- | **XAILA webpage [[http:// | + | **The main XAILA webpage |
- | [[start2018|The first edition, XAILA2018]] was | + | XAILA is an interdisciplinary workshop on the intersection of AI and Law, focusing on the important issues of EXplainable and Responsible AI. |
- | **Organized by:** Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | + | |
- | at the [[http:// | + | |
- | [[start2018|See | + | |
- | We also proposed | + | In 2020 we are having the 3rd edition of XAILA, organized by Grzegorz J. Nalepa, Michał Araszkiewicz, |
- | [[icail2019|See the dedicated page for XAILA2019@ICAIL]] | + | (Jagiellonian University, Poland; University of Groningen, The Netherlands; |
+ | JURIX 2020 is the 33rd International Conference on Legal Knowledge | ||
- | **The second edition of XAILA** is Organized by: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | + | See more information on the [[start#past editions of XAILA]]. |
- | at the [[https:// | + | |
- | December 11, 2019, Madrid, Spain in ETSI Minas y Energía School (Universidad Politécnica de Madrid) | + | |
- | ===== XAILA 2019 at Jurix 2019 ===== | + | ===== XAILA 2020 at JURIX2020 |
- | ==== Workshop Schedule | + | ==== Call for Papers |
+ | {{ : | ||
- | Location: **The next building after registration, | + | ==== Motivation for the workshop ==== |
- | 9:30- 9:45 XAILA Chairs - Workshop Opening\\ | + | 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 |
- | | + | |
- | 10:10-10:35 Grzegorz J. Nalepa, Michał Araszkiewicz, Slawomir Nowaczyk and Szymon Bobek: //Building Trust to AI Systems Through Explainability. Technical | + | |
- | 10:35-11:00 Break\\ | + | |
- | 11:00-11:45 //Invited talk:// María Jesús González-Espejo, [[https:// | + | 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, |
- | 11:45-12:10 Oana Ichim: // | + | |
- | 12:10-12:35 Ramon Ruiz-Dolz, José Alemany, Stella Heras and Ana Garcia-Fornes: | + | |
- | 12:35-13 00 Michal Klincewicz | + | |
- | 13:00 | + | |
+ | ==== Topics of interest ==== | ||
- | ==== Organizers ==== | + | Our objective is to bring people from AI interested in XAI and RAI topics |
- | Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | + | |
- | ==== Abstract ==== | ||
- | 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 for the workshop and description ==== | ||
- | 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, | ||
- | 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, | ||
* the notions of transparency, | * the notions of transparency, | ||
* non-functional design choices for explainable and transparent AI systems | * 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 and requirements for explainable | + | * legal criteria and requirements for explainable, transparent, and responsible |
+ | * 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 |
* the notion of right to explanation | * the notion of right to explanation | ||
- | * relation of XAI and argumentation technologies | + | * relation of XAI and RAI to argumentation technologies |
- | * XAI models, | + | * approaches and architectures |
- | * XAI and declarative domain knowledge | + | * XAI, RAI and declarative domain knowledge |
* risk-based approach to analysis of AI systems and the influence of XAI on risk assessment | * risk-based approach to analysis of AI systems and the influence of XAI on risk assessment | ||
- | * incorporation of ethical values into AI systems | + | * incorporation of ethical values into AI systems, its legal interpretation and consequences |
- | * XAI, privacy and data protection | + | * XAI, privacy and data protection |
- | * possible legal aspects | + | |
* XAI, certification and compliance | * XAI, certification and compliance | ||
- | ==== List of members of the program committee (tentative) | + | ==== 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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Adrian Paschke, Freie Universität Berlin, Germany\\ | Adrian Paschke, Freie Universität Berlin, Germany\\ | ||
Monica Palmirani, Università di Bologna, Italy\\ | Monica Palmirani, Università di Bologna, Italy\\ | ||
- | Juan Pavón Universidad Complutense de Madrid, Spain\\ | ||
Radim Polčák, Masaryk University, Czech Republic\\ | Radim Polčák, Masaryk University, Czech Republic\\ | ||
Marie Postma, Tilburg University, The Netherlands\\ | Marie Postma, Tilburg University, The Netherlands\\ | ||
Ken Satoh, National Institute of Informatics, | Ken Satoh, National Institute of Informatics, | ||
+ | Jaromír Šavelka, Carnegie Mellon University, USA\\ | ||
Erich Schweighofer, | Erich Schweighofer, | ||
Michal Valco, Constantine the Philosopher University in Nitra, Slovakia\\ | Michal Valco, Constantine the Philosopher University in Nitra, Slovakia\\ | ||
- | Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland | + | Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland\\ |
==== Important dates ==== | ==== Important dates ==== | ||
- | Submission: 25.11.2019\\ | ||
- | Notification: | ||
- | Corrected papers: 06.12.2019\\ | ||
- | Workshop: | ||
- | ====Submission | + | Submission: // |
- | Please submit | + | Notification: |
- | [[https:// | + | Camera-ready: |
- | We are accepting short papers – 5 pages with references, and long papers – 10 pages. We are encouraging both original research papers, as well position papers. | + | Workshop: |
- | All submissions should be formatted using the styles | + | |
- | Workshop proceedings will be made available | + | ==== Submission |
- | A post workshop journal publication is considered. | + | |
+ | We accept regular/ | ||
+ | We also welcome short and position papers of 6pp. | ||
+ | Please use the [[https:// | ||
+ | |||
+ | A dedicated Easychair installation | ||
+ | |||
+ | 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 | ||
+ | |||
+ | XAILA 2018 proceedings can be found at [[http://ceur-ws.org/Vol-2381]] | ||
+ | |||
+ | 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]] | ||
+ | |||
+ | [[start2019|The second edition of XAILA, XAILA2019]] was Organized | ||
+ | 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:// | ||