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What is Legal Document Summarization System about?

NyayaLLM is a legal document summarization system that utilizes a hybrid extractive approach combining TextRank and LegalBERT to produce high-quality summaries of complex legal judgments. The system follows a two-phase pipeline for summarization and evaluation, focusing on entity coverage and compression ratio. Evaluation results indicate that NyayaLLM outperforms traditional summarization methods, enhancing both informativeness and readability of legal documents.

Author

Mayank Shukla

Language

EN