| Vol-2891 urn:nbn:de:0074-2891-8 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# XAILA 2020
EXplainable and Responsible AI in Law 2020

### Proceedings of the 3rd EXplainable AI in Law Workshop (XAILA 2020)
co-located with 33rd International Conference on Legal Knowledge and Information Systems (JURIX 2020)

### Prague, Czech Republic, December 9th, 2020.

Edited by

### Grzegorz J. Nalepa *
Michał Araszkiewicz *
Martin Atzmueller **
Bart Verheij ***
Szymon Bobek *

* Jagiellonian University, Poland
** Osnabrück University , Germany
*** University in Groningen, The Netherlands

## Table of Contents

- Preface
- Towards Grad-CAM Based Explainability in a Legal Text Processing Pipeline
  Łukasz Górski, Shashishekar Ramakrishna, Jędrzej M. Nowosielski
- Reasoning over Knowledge Graphs in an Intuitionistic Description Logic
  Bernardo Alkmim, Edward Hermann Haeusler, Daniel Schwabe
- Precedent Comparison in the Precedent Model Formalism: Theory and Application to Legal Cases
  Heng Zheng, Davide Grossi, Bart Verheij
- Explaining Arguments at the Dutch National Police
  Annemarie Borg, Floris Bex
- Towards Explainable, Compliant and Adaptive Human-Automation Interaction
  Barbara Gallina, Görkem Pacaci, David Johnson, Steve McKeever, Andreas Hamfelt, Stefania Costantini, Pierangelo Dell'Acqua, Gloria-Cerasela Crisan
- Explanation in Hybrid, Two-Stage Models of Legal Prediction
  Karl Branting
- Data-driven AI Development: An Integrated and Iterative Bias Mitigation Approach
  Youssef Ennali, Tom van Engers
- Like Circles in the Water: Responsibility as a System-Level Function
  Giovanni Sileno, Alexander Boer, Geoff Gordon, Bernhard Rieder

We offer a BibTeX file for citing papers of this workshop from LaTeX.

2021-06-23:: submitted by Szymon Bobek, metadata incl. bibliographic data published under Creative Commons CC0
2021-07-01: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|