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 …

Technology has substantially transformed the way legal services operate in many different
countries. With a large and complex collection of digitized legal documents, the judiciary …

Many machine learning-based document processing applications have been published in
recent years. Applying these methodologies can reduce the cost of labor-intensive tasks and …

A significant challenge in the legal domain is to organize and summarize a constantly
growing collection of legal documents, uncovering hidden topics, or themes, that later can …

Executive Summary “Data is the new oil,” or so we've been told. From policy
pronouncements to media reports to op-eds, many have used the attractive analogy when …

The tagging system has become a primary tool to organize information resources on the
Internet, which benefits both users and the platforms. To build a successful tagging system …

Legal artificial intelligence (LegalAI), aiming to benefit the legal domain using artificial
intelligence technologies, is the hot topic of the moment. As the basis for various LegalAI …

Due to the imbalance between a large number of litigation cases and the number of judicial
personnel, many legal documents to be processed greatly increase the burden of legal …

Generally, a few-shot distribution shift will lead to a poor generalization. Furthermore, while
the number of instances of each class in the real world may significantly different, the …

In recent years, machine learning algorithms and in particular deep learning has shown
promising results when used in the field of legal domain. The legal field is strongly affected …