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- | ====== The EXplainable AI in Law (XAILA) | + | ====== 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, | ||
+ | See more information on the [[start# | ||
- | ====== The EXplainable AI in Law (XAILA) 2018 Workshop | + | ===== XAILA 2020 at JURIX2020 ===== |
+ | ==== Call for Papers | ||
+ | {{ : | ||
- | **XAILA 2018 webpage [[http:// | + | ==== Motivation for the workshop ==== |
- | **Organized by:** Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, Paulo Novais\\ | + | 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, |
- | at the [[http:// | + | |
+ | Recently, | ||
- | ===== Abstract | + | ==== Topics of interest |
- | 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 | + | Our objective is to bring people from AI interested in XAI and RAI topics |
- | 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, | + | * the notions |
- | We believe, that it is the intersection | + | * non-functional design choices for explainable and transparent AI systems |
- | 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, | + | |
- | * non-functional design choices for explainable and transparent AI systems | + | |
- | * 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 | + | * 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 |
- | * relation of XAI and argumentation technologies | + | * the notion of right to explanation |
- | * XAI models | + | * |
- | * understanding of the notions of explanation | + | * approaches |
- | * risk-based approach to analysis of AI systems and the influence of XAI on risk assessment | + | * XAI, RAI and declarative domain knowledge |
- | * incorporating | + | * risk-based approach to analysis of AI systems and the influence of XAI on risk assessment |
- | * XAI, privacy and data protection | + | * incorporation of ethical values into AI systems, its legal interpretation and consequences |
- | * possible legal aspects | + | * XAI, privacy and data protection |
- | * legal requirements and risks in AI applications | + | |
* XAI, certification and compliance | * XAI, certification and compliance | ||
- | ===== Program committee ===== | + | ==== 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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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: 23.< | + | Submission: //04.11.2020// |
- | | + | Notification: |
- | | + | Camera-ready: |
- | | + | Workshop: |
- | ===== Submission ===== | + | ==== Submission |
- | Please submit using the dedicated Easychair installation [[https:// | + | |
- | We accept long (8 pages) and short (4 pages) papers in PDF. | + | A dedicated Easychair installation is provided at [[https://easychair.org/conferences/? |
- | Please use the [[http://www.iospress.nl/service/authors/ | + | |
- | |IOS Press format.]] | + | |
- | ===== Proceedings ===== | + | Workshop proceedings will be made available by CEUR-WS. A post workshop journal publication is considered. |
- | Workshop proceedings will be made available by CEUR-WS. | + | |
- | A post workshop journal publication is considered. | + | |
- | ===== Call for papers | + | ===== Past editions of XAILA ===== |
- | {{ :xaila:xaila-cfp-v3.pdf }} | + | |
+ | [[start2018|The first edition, XAILA2018]] was | ||
+ | Organized by: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz, | ||
+ | at the [[http://jurix2018.ai.rug.nl/ | ||
+ | [[start2018|See the dedicated page for XAILA2018]] | ||
- | ===== Accepted papers ===== | + | XAILA 2018 proceedings can be found at [[http://ceur-ws.org/Vol-2381]] |
- | + | ||
- | Regular papers: | + | |
- | * Jakub Harašta. //Trust by Discrimination: | + | |
- | * Giovanni Sileno, Alexander Boer and Tom Van Engers. //The Role of Normware in Trustworthy and Explainable AI// | + | |
- | * Martijn Van Otterlo and Martin Atzmueller. //On Requirements and Design Criteria for Explainability in Legal AI// | + | |
- | * Michał Araszkiewicz and Grzegorz J. Nalepa. // | + | |
- | * Bernardo Alkmim, Edward Hermann Haeusler and Alexandre Rademaker. //Utilizing iALC to Formalize the Brazilian OAB Exam// | + | |
- | * Muhammad Mudassar Yamin and Basel Katt. //Ethical Problems and Legal Issues in Development and Usage Autonomous Adversaries in Cyber Domain// | + | |
- | + | ||
- | Short papers: | + | |
- | * Michał Araszkiewicz and Tomasz Zurek. //A Dialogical Framework for Disputed Issues in Legal Interpretation// | + | |
- | * Veronika Žolnerčíková. // | + | |
- | + | ||
- | ===== Workshop Schedule ===== | + | |
- | 9.45-10.10 < | + | |
- | < | + | |
- | 10.10-10.40 - Giovanni Sileno, Alexander Boer and Tom Van Engers. The Role of Normware in Trustworthy and Explainable AI\\ | + | |
- | 10.40-11.00 - Michał Araszkiewicz and Tomasz Zurek. A Dialogical Framework for Disputed Issues in Legal Interpretation | + | |
- | + | ||
- | 11.00-11.30 - **Coffee break** | + | |
- | + | ||
- | 11.30-12.30 - **Keynote lecture: | + | |
- | Abstract: //AI's successes are these days so prominent that---if we believe reports in the news---the times seem near that machines perform better at any human task than humans themselves. At the same time the prominent AI technique of neural networks---today typically called deep learning---is often considered to lead to black box results, hindering transparency, | + | |
- | + | ||
- | Bio: //Prof. Bart Verheij holds the chair of artificial intelligence and argumentation at the University of Groningen. He is head of the department of Artificial Intelligence in the Bernoulli Institute of Mathematics, | + | |
- | + | ||
- | 12.30-13.00 - Michał Araszkiewicz and Grzegorz J. Nalepa. Explainability of Formal Models of Argumentation Applied to Legal Domain\\ | + | |
- | 13.00-14.00 - **Lunch** | + | |
- | 14.00-14.30 - | + | We also proposed XAILA to be held on the [[https:// |
- | \\ | + | [[icail2019|See the dedicated page for XAILA2019@ICAIL]] |
- | 14.30-15.00 - Muhammad Mudassar Yamin and Basel Katt. Ethical Problems and Legal Issues in Development and Usage Autonomous Adversaries in Cyber Domain | + | |
- | 15.00-15.30 - **Coffee break** | + | [[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 the dedicated page for XAILA2019]] | ||
- | 15.30-16.00 - Bernardo Alkmim, Edward Hermann Haeusler and Alexandre Rademaker. Utilizing iALC to Formalize the Brazilian OAB Exam\\ | + | XAILA 2019 proceedings can be found at [[http:// |
- | 16.00-16.20 - Veronika Žolnerčíková. Homologation of Autonomous Machines from a Legal Perspective\\ | + | |
- | 16.20-16:45 - **XAILA, closing & open discussion** | + | |