Exploring Graph Neural Networks for Indian Legal Judgment Prediction

no code implementations • 19 Oct 2023 • Mann Khatri, Mirza Yusuf, Yaman Kumar, Rajiv Ratn Shah, Ponnurangam Kumaraguru

We explored various embeddings as model features, while nodes such as time nodes and judicial acts were added and pruned to evaluate the model's performance.

Fairness Link Prediction +1

CiteCaseLAW: Citation Worthiness Detection in Caselaw for Legal Assistive Writing

no code implementations • 3 May 2023 • Mann Khatri, Pritish Wadhwa, Gitansh Satija, Reshma Sheik, Yaman Kumar, Rajiv Ratn Shah, Ponnurangam Kumaraguru

In legal document writing, one of the key elements is properly citing the case laws and other sources to substantiate claims and arguments.

Citation Recommendation Recommendation Systems +1