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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 XAILA to be held on the [[https:// | + | See more information |
- | [[icail2019|See the dedicated page for XAILA2019@ICAIL]] | + | |
- | **The second edition of XAILA** is Organized by: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | + | ===== XAILA at JURIX 2021 ===== |
- | at the [[https:// | + | |
- | December 11, 2019, Madrid, Spain in ETSI Minas y Energía School (Universidad Politécnica de Madrid) | + | |
- | ===== XAILA 2019 at Jurix 2019 ===== | + | The 5th International Workshop on eXplainable and Responsible AI and Law (XAILA2021@JURIX) |
- | ==== Workshop Schedule ==== | + | at the |
+ | 34th International Conference on Legal Knowledge and Information Systems | ||
+ | Mykolas Romeris University, Vilnius, Lithuania December 8, 2021 | ||
+ | [[https:// | ||
- | Location: **The next building after registration, Room 27, 2nd floor** | + | Organizing Committee: |
+ | Michał Araszkiewicz, Jagiellonian University in Kraków, Poland, | ||
+ | Martin Atzmueller, University in Osnabrück, Germany, | ||
+ | Grzegorz J. Nalepa, Jagiellonian University in Kraków, | ||
+ | Bart Verheij, University in Groningen | ||
- | 9:30- 9:45 XAILA Chairs - Workshop Opening\\ | + | ==== Description ==== |
- | 9:45-10:10 Francesco Sovrano, Fabio Vitali | + | 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. For many of these ideas, the principal concept seems to be the explanatory capability of the AI system (XAI), e.g. via interpretable |
- | 10:10-10:35 Grzegorz J. Nalepa, Michał Araszkiewicz, Slawomir Nowaczyk | + | Recently, the term responsible AI (RAI) has been coined as a step beyond XAI. Discussion of RAI has again been 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, |
- | 10:35-11:00 Break\\ | + | |
- | 11:00-11:45 //Invited talk:// María Jesús González-Espejo, [[https:// | + | ==== Topics of interest ==== |
- | 11:45-12:10 Oana Ichim: // | + | Our objective is to bring people from AI interested in XAI and RAI topics |
- | 12:10-12:35 Ramon Ruiz-Dolz, José Alemany, Stella Heras and Ana Garcia-Fornes: | + | * the notions of transparency, |
- | 12:35-13 00 Michal Klincewicz | + | |
- | 13:00 | + | * legal consequences of black-box AI systems |
+ | * legal criteria and requirements for explainable, | ||
+ | * criteria of legal responsibility discussed | ||
+ | * possible applications of XAI systems in the area of legal policy deliberation, legal practice, teaching | ||
+ | * legal implications | ||
+ | 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 | ||
+ | * incorporation of ethical | ||
+ | * XAI, privacy and data protection (conceptual and theoretical | ||
+ | * XAI, certification and compliance | ||
+ | ==== Important dates ==== | ||
- | ==== Organizers ==== | + | Submission: |
- | Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | + | Notification: |
+ | Camera-ready: | ||
+ | Workshop: | ||
- | ==== Abstract | + | ==== Submission and proceedings |
- | 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 ==== | + | We accept regular/ |
- | 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, | + | https://easychair.org/ |
- | We believe, that it is the intersection | + | |
- | 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, | + | |
- | * non-functional design choices for explainable and transparent AI systems | + | |
- | * legal consequences of black-box AI systems | + | |
- | * legal criteria and requirements 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 | + | |
- | * the notion of right to explanation | + | |
- | * relation of XAI and argumentation technologies | + | |
- | * XAI models, approaches and architectures | + | |
- | * XAI 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 | + | |
- | * possible legal aspects and consequences of affective systems | + | |
- | * XAI, certification and compliance | + | |
- | ==== List of members of the program committee | + | ==== Program Committee |
- | + | Martin | |
- | Martin | + | Michał |
- | Michal | + | |
Kevin Ashley, University of Pittsburgh, USA\\ | Kevin Ashley, University of Pittsburgh, USA\\ | ||
- | Szymon Bobek, | + | Floris Bex, Utrecht University, the Netherlands\\ |
+ | Szymon Bobek, | ||
+ | Georg Borges, Universität des Saarlandes, Germany\\ | ||
Jörg Cassens, University of Hildesheim, Germany\\ | Jörg Cassens, University of Hildesheim, Germany\\ | ||
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\\ | ||
- | Teresa Moreira, University of Minho Braga, Portugal\\ | + | Enrico Francesconi, IGSG-CNR, Italy\\ |
Paulo Novais, University of Minho Braga, Portugal\\ | Paulo Novais, University of Minho Braga, Portugal\\ | ||
- | Grzegorz J. Nalepa, AGH University, Jagiellonian University, Poland\\ | + | Grzegorz J. Nalepa, Jagiellonian University, Poland\\ |
Tiago Oliveira, National Institute of Informatics, | Tiago Oliveira, National Institute of Informatics, | ||
Martijn von Otterlo, Tilburg University, The Netherlands\\ | Martijn von Otterlo, Tilburg University, The Netherlands\\ | ||
+ | Jose Palma, Universidad de Murcia, Spain\\ | ||
Adrian Paschke, Freie Universität Berlin, Germany\\ | Adrian Paschke, Freie Universität Berlin, Germany\\ | ||
+ | Juan Pavón, Universidad Complutense de Madrid, Spain\\ | ||
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\\ | ||
+ | Víctor Rodríguez-Doncel, | ||
Ken Satoh, National Institute of Informatics, | Ken Satoh, National Institute of Informatics, | ||
+ | Jaromír Šavelka, Carnegie Mellon University, USA\\ | ||
Erich Schweighofer, | Erich Schweighofer, | ||
+ | Piotr Skrzypczyński, | ||
Michal Valco, Constantine the Philosopher University in Nitra, Slovakia\\ | Michal Valco, Constantine the Philosopher University in Nitra, Slovakia\\ | ||
+ | Bart Verheij, University of Groningen, The Netherlands\\ | ||
Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland | Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland | ||
- | ==== Important dates ==== | ||
- | Submission: 25.11.2019\\ | ||
- | Notification: | ||
- | Corrected papers: 06.12.2019\\ | ||
- | Workshop: | ||
- | ====Submission and proceedings==== | + | ===== Past editions of XAILA ===== |
- | Please submit papers using the dedicated Easychair installation | + | |
- | [[https://easychair.org/conferences/? | + | [[xaila2021icail|The fourth edition of XAILA, XAILA2021ICAIL]] was |
- | 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. | + | organized by Michał Araszkiewicz, |
- | All submissions should be formatted using the styles | + | at the 18th International Conference on Artificial Intelligence and Law (ICAIL 2021) held in Sao Paulo, Brazil (entirely online). |
- | Workshop proceedings will be made available | + | |
- | A post workshop journal publication is considered. | + | [[xaila2020|The third edition of XAILA, XAILA2020]] was |
+ | organized by Grzegorz J. Nalepa, Michał Araszkiewicz, | ||
+ | |||
+ | XAILA 2020 proceedings can be found at [[http://ceur-ws.org/Vol-2891/]] | ||
+ | |||
+ | [[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 | ||
+ | |||
+ | 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 | ||
+ | at the [[http:// | ||
+ | [[start2018|See the dedicated page for XAILA2018]] | ||
+ | |||
+ | XAILA 2018 proceedings can be found at [[http:// | ||