| Vol-2888 urn:nbn:de:0074-2888-5 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).

# ASAIL & LegalAIIA 2021
Automated Semantic Analysis of Information in Legal Text &
AI and Intelligent Assistance for Legal Professionals in the Digital Workplace 2021

### Joint Proceedings of the Workshops on Automated Semantic Analysis of Information in Legal Text (ASAIL 2021) &
AI and Intelligent Assistance for Legal Professionals in the Digital Workplace (LegalAIIA 2021)
held online in conjunction with 18th International Conference on Artificial Intelligence and Law (ICAIL 2021)

### São Paolo, Brazil (held online), June 21 & 25, 2021.

ASAIL edited by

### Kevin D. Ashley, University of Pittsburgh, USA
Katie Atkinson, University of Liverpool, UK
L. Karl Branting, MITRE Corporation, USA
Enrico Francesconi, Italian National Research Council (IGSG-CNR) and European Parliament
Matthias Grabmair, Technical University of Munich, Germany
Vern R. Walker, Maurice A. Deane School of Law at Hofstra University, USA
Bernhard Waltl, BMW Group AG, Germany
Adam Zachary Wyner, Swansea University, UK

LegalAIIA edited by

### Jack G. Conrad, Thomson Reuters, USA
Jeremy Pickens, OpenText, USA
Jason R. Baron, University of Maryland - College Park, USA
Hans Henseler, University of Applied Sciences Leiden and Netherlands Forensics Instiitute, Netherlands
Daniel W. Linna Jr., Northwestern University, USA
Jyothi K. Vinjumur, Walmart, USA

## Table of Contents

### ASAIL 2021

- ASAIL Preface
  Summary: There were 7 papers submitted to this workshop. After peer review, 4 of them were accepted as regular papers for this volume.

#### Paper Session

- Prior Case Retrieval using Evidence Extraction from Court Judgements 1-11
  Basit Ali, Ravina More, Sachin Pawar, Girish K. Palshikar
- Automatic Judgement Forecasting for Pending Applications of the European Court of Human Rights 12-23
  Masha Medvedeva, Ahmet Üstun, Xiao Xu, Michel Vols, Martijn Wieling
- Explainable Rule Extraction via Semantic Graphs 24-35
  Gabor Recski, Björn Lellmann, Adam Kovacs, Allan Hanbury
- Automatic Semantic Annotation for the Easification of Action Rule Legislative Sentences for Specialist Readers 36-47
  Sherry Maynard

### LegalAIIA 2021

- LegalAIIA Preface
  Summary: There were 4 papers submitted to this workshop. After peer review, 3 of them were accepted for this volume, 1 as a long paper and 2 as short papers.

- Second International Workshop on AI and Intelligent Assistance for Legal Professionals in the Digital Workplace (LegalAIIA 2021) 48
  Jack G. Conrad, Jeremy Pickens

#### Session 1: Keynote Presentations

- Humanizing the Machine with Language: Building the Bridge between Data and Information 49
  Kristian J. Hammond, Northwestern University, McCormick School of Engineering
- Democratizing AI for Legal Professionals: Creating Cognitive AI Legal Assistants with No Coding 50
  Michelle Zhou, Juji, Inc.

#### Session 2: Ideation Papers

- Legal AI Systems in the EU's proposed Artificial Intelligence Act 51-58
  Sebastian Felix Schwemer, Letizia Tomada, Tommaso Pasini

#### Session 3: Application Papers

- Utilizing AI to Improve Efficiency of the Environment and Land Court in the Kenyan Judiciary:
  Leveraging AI Capabilities in Land Dispute Cases in the Kenyan Environment and Land Court System 59-68
  Florence Ogonjo, Joseph Theuri Gitonga, Angeline Wairegi, Isaac Rutenberg

#### Session 4: Research Papers

- On the Effectiveness of Portable Models versus Human Expertise under Continuous Active Learning 69-76
  Jeremy Pickens, Thomas C. Gricks III, Esq.

2021-06-18: submitted by Matthias Grabmair, metadata incl. bibliographic data published under Creative Commons CC0
2021-06-22: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|