Explanation in AI and law: Past, present and future
Explanation has been a central feature of AI systems for legal reasoning since their
inception. Recently, the topic of explanation of decisions has taken on a new urgency …
inception. Recently, the topic of explanation of decisions has taken on a new urgency …
[HTML][HTML] Explainable AI tools for legal reasoning about cases: A study on the European Court of Human Rights
In this paper we report on a significant research project undertaken to design, implement
and evaluate explainable decision-support tools for deciding legal cases. We provide a …
and evaluate explainable decision-support tools for deciding legal cases. We provide a …
Administrative due process when using automated decision-making in public administration: some notes from a Finnish perspective
M Suksi - Artificial Intelligence and Law, 2021 - Springer
Various due process provisions designed for use by civil servants in administrative decision-
making may become redundant when automated decision-making is taken into use in public …
making may become redundant when automated decision-making is taken into use in public …
Combining a legal knowledge model with machine learning for reasoning with legal cases
Recent years have witnessed significant progress in the deployment of advanced Natural
Language Processing (NLP) techniques based on transformer technology, across many …
Language Processing (NLP) techniques based on transformer technology, across many …
HYPO's legacy: introduction to the virtual special issue
TJM Bench-Capon - Artificial Intelligence and Law, 2017 - Springer
This paper is an introduction to a virtual special issue of AI and Law exploring the legacy of
the influential HYPO system of Rissland and Ashley. The papers included are: Arguments …
the influential HYPO system of Rissland and Ashley. The papers included are: Arguments …
ANGELIC II: An improved methodology for representing legal domain knowledge
K Atkinson, T Bench-Capon - Proceedings of the Nineteenth …, 2023 - dl.acm.org
The purpose of this paper is to provide a definitive, up-to-date account of a methodology has
that been proven successful for representing and reasoning about legal domains. The …
that been proven successful for representing and reasoning about legal domains. The …
An explainable approach to deducing outcomes in European Court of Human Rights cases using ADFs
J Collenette, K Atkinson… - Computational Models of …, 2020 - ebooks.iospress.nl
In this paper we present an argumentation-based approach to representing and reasoning
about a domain of law that has previously been addressed through a machine learning …
about a domain of law that has previously been addressed through a machine learning …
Noise induced hearing loss: Building an application using the ANGELIC methodology
L Al-Abdulkarim, K Atkinson… - Argument & …, 2018 - journals.sagepub.com
The ANGELIC methodology was developed to encapsulate knowledge of particular legal
domains. In this paper we describe its use to build a full scale practical application intended …
domains. In this paper we describe its use to build a full scale practical application intended …
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?
Modeling legal reasoning and argumentation justifying decisions in cases has always been
central to AI & Law, yet contemporary developments in legal NLP have increasingly focused …
central to AI & Law, yet contemporary developments in legal NLP have increasingly focused …
Describing the development of case law
J Henderson, T Bench-Capon - Proceedings of the seventeenth …, 2019 - dl.acm.org
This paper considers dynamic aspects of the development of case law. The underlying
approach is to see law as a" moving classification system" based on Levi's notion of a three …
approach is to see law as a" moving classification system" based on Levi's notion of a three …