Vol-2384⫷ Vol-2385 ⫸Vol-2386
urn:nbn:de:0074-2385-8

Copyright © 2019 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

ASAIL 2019
Automated Semantic Analysis of Information in Legal Text

Proceedings of the Third Workshop on Automated Semantic Analysis of Information in Legal Texts
co-located with the 17th International Conference on Artificial Intelligence and Law ( ICAIL 2019 )

Montreal, QC, Canada, June 21, 2019 .

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 (ITTIG-CNR), Publications Office of the European Union
Matthias Grabmair , Carnegie Mellon University, USA
Bernhard Waltl , BMW Group AG, Germany
Vern R. Walker , Maurice A. Deane School of Law at Hofstra University, USA
Adam Zachary Wyner , Swansea University, UK

Table of Contents

Preface

Session 1: Capturing Legal Discourse

Automatic Classification of Rhetorical Roles for Sentences: Comparing Rule-Based Scripts with Machine Learning
Vern R. Walker , Krishnan Pillaipakkamnatt , Alexandra M. Davidson , Marysa Linares , Domenick J. Pesce
Using Clustering Techniques to Identify Arguments in Legal Documents
Prakash Poudyal , Teresa Gonçalves , Paulo Quaresma
Shift-of-Perspective Identification within Legal Cases
Gathika Ratnayaka , Thejan Rupasinghe , Nisansa de Silva , Viraj Salaka Gamage , Menuka Warushavithana , Amal Shehan Perera

Session 2: Reformulation & Segmentation

Legal Query Reformulation using Deep Learning
Arunprasath Shankar , Venkata Nagaraju Buddarapu
Document Segmentation Labeling Techniques for Court Filings
Alex Lyte , Karl Branting

Session 3: Court Document Analysis

Dialog Acts Classification for Question-Answer Corpora
Saurabh Chakravarty , Raja Venkata Satya Phanindra Chava , Edward Fox
Classification of Breach of Contract Court Decision Sentences
Wai Yin Mok , Jonathan R. Mok

Session 4: Analyzing Codification

Modelling Norm Types and their Inter-relationships in EU Directives
Ilaria Angela Amantea , Luigi Di Caro , Llio Humphreys , Rohan Nanda , Emilio Sulis
GDPR Privacy Policies in CLAUDETTE: Challenges of Omission, Context and Multilingualism
Rūta Liepina , Giuseppe Contissa , Kasper Drazewski , Francesca Lagioia , Marco Lippi , Hans-Wolfgang Micklitz , Przemysław Pałka , Giovanni Sartor , Paolo Torroni

Session 5: Unsupervised Methods on Legal Data

An Examination of the Validity of General Word Embedding Models for Processing Japanese Legal Texts
Linyuan Tang , Kyo Kageura
Towards Legal Change Analysis: Clustering of Polish Civil Code Amendments
Łukasz Górski

Session 6: Machine Learning Method Challenges on Legal Data

Data Shift in Legal AI Systems
Venkata Nagaraju Buddarapu , Arunprasath Shankar

2019-06-19: submitted by Matthias Grabmair, metadata incl. bibliographic data published under Creative Commons CC0
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