A legal knowledge graph constructed from court cases, judgments, laws and other legal documents can enable a number of applications like question answering, document similarity, and search. While the use of knowledge graphs for distant supervision in NLP tasks is well researched, using knowledge graphs for applications like case similarity presents challenges. In this work, we describe our solution for predicting similar cases in Indian court judgements. We present our results and also discuss the impact of large language models on this task.
@article{arxiv.2107.04771,
title = {Similar Cases Recommendation using Legal Knowledge Graphs},
author = {Jaspreet Singh Dhani and Ruchika Bhatt and Balaji Ganesan and Parikshet Sirohi and Vasudha Bhatnagar},
journal= {arXiv preprint arXiv:2107.04771},
year = {2024}
}
Comments
10 pages. 6 figures. 3rd Symposium on Artificial Intelligence and Law. SAIL 2023