Pile of law: Learning responsible data filtering from the law and a 256gb open-source legal dataset

P Henderson, M Krass, L Zheng… - Advances in …, 2022 - proceedings.neurips.cc
One concern with the rise of large language models lies with their potential for significant
harm, particularly from pretraining on biased, obscene, copyrighted, and private information …

Unlocking the black box: an in-depth review on interpretability, explainability, and reliability in deep learning

E ŞAHiN, NN Arslan, D Özdemir - Neural Computing and Applications, 2024 - Springer
Deep learning models have revolutionized numerous fields, yet their decision-making
processes often remain opaque, earning them the characterization of “black-box” models …

Perceptions of justice by algorithms

G Yalcin, E Themeli, E Stamhuis, S Philipsen… - Artificial intelligence and …, 2023 - Springer
Artificial Intelligence and algorithms are increasingly able to replace human workers in
cognitively sophisticated tasks, including ones related to justice. Many governments and …

Thirty years of artificial intelligence and law: the third decade

S Villata, M Araszkiewicz, K Ashley… - Artificial Intelligence and …, 2022 - Springer
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 …

Unfair clause detection in terms of service across multiple languages

A Galassi, F Lagioia, A Jabłonowska… - Artificial Intelligence and …, 2024 - Springer
Most of the existing natural language processing systems for legal texts are developed for
the English language. Nevertheless, there are several application domains where multiple …

[KNJIGA][B] L'intelligenza artificiale e il diritto

G Sartor - 2022 - cris.unibo.it
Grazie all'intelligenza artificiale (IA), attività fino ad oggi svolte esclusivamente dalle persone
possono essere affidate alle macchine, che hanno acquisito capacità di ragionare …

Dale: Generative data augmentation for low-resource legal nlp

S Ghosh, CK Evuru, S Kumar… - arxiv preprint arxiv …, 2023 - arxiv.org
We present DALE, a novel and effective generative Data Augmentation framework for low-
resource LEgal NLP. DALE addresses the challenges existing frameworks pose in …

AI in search of unfairness in consumer contracts: the terms of service landscape

F Lagioia, A Jabłonowska, R Liepina… - Journal of Consumer …, 2022 - Springer
This article explores the potential of artificial intelligence for identifying cases where digital
vendors fail to comply with legal obligations, an endeavour that can generate insights about …

Thirty years of Artificial Intelligence and Law: Editor's Introduction

T Bench-Capon - Artificial Intelligence and Law, 2022 - Springer
Thirty years of Artificial Intelligence and Law: Editor’s Introduction | Artificial Intelligence and
Law Skip to main content SpringerLink Account Menu Find a journal Publish with us Track …

Combining topic modelling and citation network analysis to study case law from the European Court on Human Rights on the right to respect for private and family life

M Mohammadi, LM Bruijn, M Wieling, M Vols - arxiv preprint arxiv …, 2024 - arxiv.org
As legal case law databases such as HUDOC continue to grow rapidly, it has become
essential for legal researchers to find efficient methods to handle such large-scale data sets …