Differences
This shows you the differences between two versions of the page.
Both sides previous revisionPrevious revisionNext revision | Previous revisionNext revisionBoth sides next revision | ||
xaila:start [2019/03/23 17:27] – [List of members of the program committee] gjn | xaila:start [2021/11/05 22:07] – [XAILA at JURIX 2021] gjn | ||
---|---|---|---|
Line 1: | Line 1: | ||
- | ====== The EXplainable AI in Law (XAILA) Workshop ====== | + | ====== The EXplainable |
- | **XAILA webpage [[http:// | + | **The main XAILA webpage |
- | **The second edition of XAILA** will be held on the [[https:// | + | XAILA is an interdisciplinary workshop |
- | **Organized by:** Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | + | See more information on the [[start# |
- | [[start2018|The first edition, XAILA2018]] was | + | ===== XAILA at JURIX 2021 ===== |
- | **Organized by:** Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | + | |
- | at the [[http:// | + | |
- | [[start2018|See the dedicated page for XAILA2018]] | + | |
- | + | ||
- | ===== XAILA2019@ICAIL | + | |
- | The 2nd EXplainable | + | The 5th International Workshop on eXplainable and Responsible |
at the | at the | ||
- | [[https://icail2019-cyberjustice.com|17th International Conference on Artificial Intelligence and Law (ICAIL2019)]] | + | 34th International Conference on Legal Knowledge and Information Systems |
- | June 17-21, 2019, Montréal (Qc.), Canada | + | Mykolas Romeris University, Vilnius, Lithuania December 8, 2021 |
+ | [[https://jurix2021.mruni.eu]] | ||
+ | Organizing Committee: | ||
+ | Michał Araszkiewicz, | ||
+ | Martin Atzmueller, University in Osnabrück, Germany, | ||
+ | Grzegorz J. Nalepa, Jagiellonian University in Kraków, | ||
+ | Bart Verheij, University in Groningen | ||
- | Organizers: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, Paulo Novais | + | ==== Description ==== |
+ | 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 and explainable machine learning, inclusion of human background knowledge and adequate declarative knowledge, that could provide foundations not only for transparency and understandability, | ||
+ | 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, | ||
- | ==== Workshop and description | + | ==== 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 | ||
- | Humanized AI (HAI) includes important perspectives in AI systems, including transparency and explainability (XAI). The idea of XAI has recently emerged as one of the most debated topics not only in the scientific community, but also in the general public. The design and use of AI algorithms raises important engineering, | + | ==== Important dates ==== |
- | ==== Topics ==== | + | Submission: |
+ | Notification: | ||
+ | Camera-ready: | ||
+ | Workshop: | ||
- | The scope of the XAILA workshop encompasses a broad array of topics including, but not limited to: | + | ==== Submission |
- | * the notions of transparency, | + | |
- | * non-functional design choices for explainable and transparent AI systems (including legal requirements) | + | |
- | * legal consequences of black-box AI systems | + | |
- | * legal criteria 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 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 | + | |
- | * XAI, privacy and data protection | + | |
- | * possible legal aspects and consequences of affective systems | + | |
- | * XAI, certification and compliance | + | |
- | ==== The intended audience ==== | + | We accept regular/ |
- | The workshop is of particular interest for the members of AI and Law community. However, it may also be found relevant by sociologists, | + | https://easychair.org/ |
- | ==== List of members of the program committee | + | ==== Program Committee (tbe & tbc) ==== |
- | // | + | Martin |
- | + | Michał | |
- | Martin | + | |
- | 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\\ | ||
- | Colette Cuijpers, Tilburg University, The Netherlands\\ | + | Enrico Francesconi, IGSG-CNR, Italy\\ |
- | Rafał Michalczak, Jagiellonian University, Poland\\ | + | |
- | Teresa Moreira, University of Minho Braga, Portugal\\ | + | |
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\\ | ||
- | Jose Palma, Univesidad | + | Juan Pavón, Universidad Complutense |
Monica Palmirani, Università di Bologna, Italy\\ | Monica Palmirani, Università di Bologna, Italy\\ | ||
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 | + | Víctor Rodríguez-Doncel, Universidad |
Ken Satoh, National Institute of Informatics, | Ken Satoh, National Institute of Informatics, | ||
+ | Jaromír Šavelka, Carnegie Mellon University, USA\\ | ||
Erich Schweighofer, | Erich Schweighofer, | ||
Piotr Skrzypczyński, | Piotr Skrzypczyński, | ||
- | Dominik Ślęzak, Warsaw | + | Michal Valco, Constantine the Philosopher |
- | Michal Valco, University of Presov, 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: 26.04.2019\\ | + | ===== Past editions of XAILA ===== |
- | Notification: | + | |
- | Camera-ready: | + | |
- | Workshop: | + | |
- | ==== Submission | + | [[xaila2021icail|The fourth edition of XAILA, XAILA2021ICAIL]] was |
- | Please submit using the dedicated | + | organized by Michał Araszkiewicz, |
- | [[https://easychair.org/conferences/? | + | at the 18th International Conference on Artificial Intelligence |
+ | |||
+ | [[xaila2020|The third edition of XAILA, XAILA2020]] was | ||
+ | organized by Grzegorz J. Nalepa, Michał Araszkiewicz, | ||
+ | |||
+ | XAILA 2020 proceedings | ||
+ | |||
+ | [[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|See the dedicated page for XAILA2019@ICAIL]] | ||
+ | |||
+ | [[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]] | ||
- | We accept long (8 pages) and short/ | + | XAILA 2018 proceedings can be found at [[http://ceur-ws.org/Vol-2381]] |
- | Please use the ACM format: | + | |
- | Workshop proceedings will be made available by CEUR-WS. | ||
- | A post workshop journal publication is considered. | ||