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September 27, 2025Open Access

All for law and law for all: Adaptive RAG Pipeline for Legal Research

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Novel RAG pipeline improves legal research effectiveness and response quality.
Results show significant performance gains with open-source retrieval strategies and a custom prompt.
Evaluation metrics include BERTScore-F1 and ROUGE-Recall for assessing model outputs.
This approach implies a shift toward cost-effective solutions in legal research pipelines.

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Novel retrieval-augmented generation pipeline improves document retrieval in legal research, indicating enhanced accuracy and efficiency.

Keisha et al. (2025) studied this question.

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