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- | ====== 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 | + | In 2020 we are having the 3rd edition of XAILA, organized |
+ | (Jagiellonian University, Poland; University of Groningen, The Netherlands; | ||
+ | JURIX 2020 is the 33rd International Conference on Legal Knowledge and Information Systems organised by the Foundation for Legal Knowledge Based Systems (JURIX) since 1988. JURIX 2020 is co-hosted by the Institue of Law and Technology (Faculty of Law, Masaryk University, Brno) and the Knowledge-based Software Systems Group (Department of Computer Science, Faculty of Electrical Engineering, | ||
- | [[start2018|The first edition, XAILA2018]] was | + | See more information on the [[start#past editions of XAILA]]. |
- | **Organized by:** Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | + | |
- | at the [[http:// | + | |
- | [[start2018|See the dedicated page for XAILA2018]] | + | |
- | ===== XAILA2019@ICAIL | + | ===== XAILA 2020 at JURIX2020 |
+ | ==== Call for Papers ==== | ||
+ | {{ : | ||
- | The 2nd EXplainable AI in Law Workshop (XAILA2019@ICAIL) | + | ==== Motivation for the workshop ==== |
- | at the | + | |
- | [[https:// | + | |
- | June 17-21, 2019, Montréal (Qc.), Canada | + | |
+ | 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. In 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, | ||
- | Organizers: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, Paulo Novais | + | 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, |
- | ==== Workshop and description | + | ==== Topics of interest |
- | Humanized | + | Our objective is to bring people from AI interested |
- | ==== Topics ==== | ||
- | |||
- | The scope of the XAILA workshop encompasses a broad array of topics including, but not limited to: | ||
* 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 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 |
* 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 |
+ | * 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 | ||
- | * incorporating | + | * 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 | ||
- | ==== The intended audience | + | ==== Workshop format |
- | The workshop is of particular interest for the members of AI and Law community. However, it may also be found relevant by sociologists, | + | Workshop format: paper presentations + panel discussion, invited talk/s. |
- | ==== List of members of the program committee ==== | + | Intended audience are practitioners and theorists from both law and AI. |
- | // | + | |
- | Martin Atzmueller, | + | ==== 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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Martijn von Otterlo, Tilburg University, The Netherlands\\ | Martijn von Otterlo, Tilburg University, The Netherlands\\ | ||
Adrian Paschke, Freie Universität Berlin, Germany\\ | Adrian Paschke, Freie Universität Berlin, Germany\\ | ||
- | Jose Palma, Univesidad de Murcia, Spain\\ | ||
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 Complutense de Madrid, Spain\\ | ||
Ken Satoh, National Institute of Informatics, | Ken Satoh, National Institute of Informatics, | ||
Erich Schweighofer, | Erich Schweighofer, | ||
- | Piotr Skrzypczyński, | + | Michal Valco, |
- | Dominik Ślęzak, Warsaw University, Poland\\ | + | Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland\\ |
- | Michal Valco, University | + | |
- | Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland | + | |
==== Important dates ==== | ==== Important dates ==== | ||
- | Submission: 26.04.2019\\ | + | Submission: // |
- | Notification: | + | Notification: |
- | Camera-ready: | + | Camera-ready: |
- | Workshop: | + | Workshop: |
+ | |||
+ | ==== Submission details ==== | ||
+ | |||
+ | We accept regular/ | ||
+ | We also welcome short and position papers of 6pp. | ||
+ | Please use the [[https:// | ||
+ | |||
+ | 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]] | ||
+ | |||
+ | XAILA 2018 proceedings can be found at [[http:// | ||
- | ==== Submission and proceedings ==== | + | 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]] |
- | [[https://easychair.org/ | + | |
- | We accept long (8 pages) and short/ | + | [[start2019|The second edition of XAILA, XAILA2019]] was Organized by: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, |
- | Please use the ACM format: | + | at the [[https://jurix2019.oeg-upm.net/|JURIX 2019 32nd International Conference on Legal Knowledge and Information Systems]] on the |
+ | December 11, 2019, Madrid, Spain in ETSI Minas y Energía School (Universidad Politécnica de Madrid) | ||
+ | [[start2019|See the dedicated page for XAILA2019]] | ||
- | Workshop | + | XAILA 2019 proceedings |
- | A post workshop journal publication is considered. | + | |