Author

Navya Binu

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Preprint Oct 2026

A Study of Prior Case Retrieval Using Lexical, Semantic, and Rhetorical Role Information in Indian Legal Documents

For retrieving prior cases in Indian legal judgments, the problem involves distinguishing relevant legal facts from mere lexical similarities because a prior case that shares a statute with the query judgment is not necessarily relevant. In this paper, we describe an empirical evaluation of three consecutive designs of...

Sayed Ayaan Ahmed Sha, Sangeetha Sivanesan, A. Madasamy et al. · 0 citations

Preprint Aug 2026

Rhetorical-Role-Aware Retrieval-Augmented Generation for Legal Question Answering over Indian Supreme Court Judgments

This research paper proposes a Retrieval Augmented Generation framework that is specific to the legal field in order to assist interactive retrieval and reason about judgments from the Supreme Court of India and demonstrates strong performance on metrics including contextual recall and answer relevancy.

Sayed Ayaan Ahmed Sha, Sangeetha Sivanesan, A. Madasamy et al. · 0 citations