Rethinking the field of automatic prediction of court decisions
In this paper, we discuss previous research in automatic prediction of court decisions. We
define the difference between outcome identification, outcome-based judgement …
define the difference between outcome identification, outcome-based judgement …
[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 …
Legal judgment prediction: If you are going to do it, do it right
M Medvedeva, P Mcbride - Proceedings of the Natural Legal …, 2023 - aclanthology.org
Abstract The field of Legal Judgment Prediction (LJP) has witnessed significant growth in the
past decade, with over 100 papers published in the past three years alone. Our …
past decade, with over 100 papers published in the past three years alone. Our …
Thirty years of artificial intelligence and law: the third decade
The first issue of Artificial Intelligence and Law journal was published in 1992. This paper
offers some commentaries on papers drawn from the Journal's third decade. They indicate a …
offers some commentaries on papers drawn from the Journal's third decade. They indicate a …
Zero-shot transfer of article-aware legal outcome classification for european court of human rights cases
TYS Santosh, O Ichim, M Grabmair - arXiv preprint arXiv:2302.00609, 2023 - arxiv.org
In this paper, we cast Legal Judgment Prediction on European Court of Human Rights cases
into an article-aware classification task, where the case outcome is classified from a …
into an article-aware classification task, where the case outcome is classified from a …
On the relevance of algorithmic decision predictors for judicial decision making
In this article, we discuss case decision predictors, algorithms which, given some features of
a legal case predict the outcome of the case (ie the decision of the judge). We discuss …
a legal case predict the outcome of the case (ie the decision of the judge). We discuss …
[PDF][PDF] Automatic judgement forecasting for pending applications of the European Court of Human Rights
Judicial decision classification using Natural Language Processing and machine learning
has received much attention in the last decade. While many studies claim to 'predict judicial …
has received much attention in the last decade. While many studies claim to 'predict judicial …
Argument schemes for factor ascription
T Bench-Capon, K Atkinson - Computational Models of …, 2022 - ebooks.iospress.nl
Abstract Reasoning with legal cases by balancing factors (reasons to decide for and against
the disputing parties) is a two stage process: first the factors must be ascribed and then …
the disputing parties) is a two stage process: first the factors must be ascribed and then …
Sentag: A web-based tool for semantic annotation of textual documents
A Loreggia, S Mosco, A Zerbinati - … of the AAAI Conference on Artificial …, 2022 - ojs.aaai.org
In this work, we present SenTag, a lightweight web-based tool focused on semantic
annotation of textual documents. The platform allows multiple users to work on a corpus of …
annotation of textual documents. The platform allows multiple users to work on a corpus of …
Practical tools from formal models: the ECHR as a case study
One approach to building legal support systems is to run an executable model of the
relevant knowledge through an interface designed to collect information from the user and …
relevant knowledge through an interface designed to collect information from the user and …