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A survey on legal judgment prediction: Datasets, metrics, models and challenges
J Cui, X Shen, S Wen - IEEE Access, 2023 - ieeexplore.ieee.org
Legal judgment prediction (LJP) applies Natural Language Processing (NLP) techniques to
predict judgment results based on fact descriptions automatically. The present work …
predict judgment results based on fact descriptions automatically. The present work …
Bringing order into the realm of Transformer-based language models for artificial intelligence and law
Transformer-based language models (TLMs) have widely been recognized to be a cutting-
edge technology for the successful development of deep-learning-based solutions to …
edge technology for the successful development of deep-learning-based solutions to …
Legalbench: A collaboratively built benchmark for measuring legal reasoning in large language models
The advent of large language models (LLMs) and their adoption by the legal community has
given rise to the question: what types of legal reasoning can LLMs perform? To enable …
given rise to the question: what types of legal reasoning can LLMs perform? To enable …
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 …
Legal tech, civil procedure, and the future of adversarialism
" Legal tech" is transforming litigation and law practice, and its steady advance has tapped a
rich vein of anxiety about the future of the legal profession. Much of the resulting debate …
rich vein of anxiety about the future of the legal profession. Much of the resulting debate …
Unsupervised law article mining based on deep pre-trained language representation models with application to the Italian civil code
Modeling law search and retrieval as prediction problems has recently emerged as a
predominant approach in law intelligence. Focusing on the law article retrieval task, we …
predominant approach in law intelligence. Focusing on the law article retrieval task, we …
Explainable AI and law: An evidential survey
Decisions made by legal adjudicators and administrative decision-makers often found upon
a reservoir of stored experiences, from which is drawn a tacit body of expert knowledge …
a reservoir of stored experiences, from which is drawn a tacit body of expert knowledge …
An AI framework to support decisions on GDPR compliance
Abstract The Italian Public Administration (PA) relies on costly manual analyses to ensure
the GDPR compliance of public documents and secure personal data. Despite recent …
the GDPR compliance of public documents and secure personal data. Despite recent …
Computational methods in legal analysis
The digitization of legal texts and advances in artificial intelligence, natural language
processing, text mining, network analysis, and machine learning have led to new forms of …
processing, text mining, network analysis, and machine learning have led to new forms of …
Context-aware legal citation recommendation using deep learning
Lawyers and judges spend a large amount of time researching the proper legal authority to
cite while drafting decisions. In this paper, we develop a citation recommendation tool that …
cite while drafting decisions. In this paper, we develop a citation recommendation tool that …