Estimating the similarity between two legal case documents is an important and challenging problem, having various downstream applications such as prior-case retrieval and citation recommendation. There are two broad approaches for the task — citation network-based and text-based.
In this work, we focus on improving text-based methodologies for computing the similarity between two legal documents.
Dec 5, 2024 · In this work, we focus on improving text-based methodologies for computing the similarity between two legal documents. In addition to TF-IDF ...
People also ask
How do you measure document similarity?
How can the similarity between documents be determined?
A Two-Step Method based on Embedding and Clustering to Identify Regularities in Legal Case Judgements (Discussion Paper) · Law. SEBD · 2021.
Apr 26, 2020 · helpful in measuring the similarity between legal case documents. ... Ghosh, “Measuring similarity among legal court case documents,” in Proc.
Mar 23, 2020 · We propose a novel approach of concept based similarity estimation among court judgments. We use a graph-based method, to identify prominent concepts present ...
Dec 9, 2024 · We investigate the performance of 56 different methodologies for computing textual similarity across court case statements when applied on a dataset of Indian ...
Nov 24, 2022 · Our focus in this paper is to review the semantic similarity approaches exhaustively in context to the legal case documents in particular. This ...
The main idea behind this work is to link semantically similar works by exploiting case-citations, readily available in each judgments. 8. Page 20. 2.2.3 ...
[PDF] representation learning and similarity of legal judgements
aircconline.com › vol11 › csit112302
In this paper, our main aim is to calculate the similarity between legal documents by learning ... An example of a legal court case (document) is shown in Figure ...