A survey of research on data analytics-based legal tech

SH Park, DG Lee, JS Park, JW Kim - Sustainability, 2021 - mdpi.com
Data analytics provides important tools and methods for processing the data generated
during legal services. This paper aims to provide a systematic survey of the research papers …

On the effectiveness of pre-trained language models for legal natural language processing: An empirical study

D Song, S Gao, B He, F Schilder - IEEE Access, 2022 - ieeexplore.ieee.org
We present the first comprehensive empirical evaluation of pre-trained language models
(PLMs) for legal natural language processing (NLP) in order to examine their effectiveness …

Advancement of information extraction use in legal documents

F Solihin, I Budi, RF Aji, E Makarim - International Review of Law …, 2021 - Taylor & Francis
The number of legal documents is already huge and growth is occurring at a swift pace; yet,
the need to procure information from these documents for various purposes persists. One of …

Semi-automatic knowledge population in a legal document management system

G Boella, L Di Caro, V Leone - Artificial intelligence and Law, 2019 - Springer
Every organization has to deal with operational risks, arising from the execution of a
company's primary business functions. In this paper, we describe a legal knowledge …

An automated framework for detection and resolution of cross references in legal texts

N Sannier, M Adedjouma, M Sabetzadeh… - Requirements …, 2017 - Springer
When identifying and elaborating compliance requirements, analysts need to follow the
cross references in legal texts and consider the additional information in the cited provisions …

Automatic semantic edge labeling over legal citation graphs

A Sadeghian, L Sundaram, DZ Wang… - Artificial Intelligence and …, 2018 - Springer
A large number of cross-references to various bodies of text are used in legal texts, each
serving a different purpose. It is often necessary for authorities and companies to look into …

Automated identification of type-specific dependencies between requirements

M Atas, R Samer, A Felfernig - 2018 IEEE/WIC/ACM …, 2018 - ieeexplore.ieee.org
Requirements Engineering is one of the most important phases in a software project. The
elicitation of requirements and the identification of dependencies between these …

Reference extraction from Vietnamese legal documents

NX Bach, NTT Thuy, DB Chien, TK Duy… - Proceedings of the 10th …, 2019 - dl.acm.org
Legal and regulatory texts are ubiquitous and important in our life. Automated processing of
such documents using natural language processing and information retrieval techniques is …

Using attention methods to predict judicial outcomes

VGF Bertalan, EES Ruiz - Artificial Intelligence and Law, 2024 - Springer
The prediction of legal judgments is one of the most recognized fields in Natural Language
Processing, Artificial Intelligence, and Law combined. By legal prediction, we mean …

Question analysis for vietnamese legal question answering

NX Bach, THN Thien, TM Phuong - 2017 9th International …, 2017 - ieeexplore.ieee.org
This paper presents a study on analyzing questions in legal domain for Vietnamese
language, which is an important step in building an automated question answering system …