LexPath combines IRAC-guided sparse retrieval, structure-guided dense retrieval, and intent-aware reranking to outperform standard lexical, dense, hybrid, and RAG baselines on legal article retrieval benchmarks.
InPro- ceedings of the nineteenth international conference on artificial intelligence and law, pages 472–480
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LexPath: A domain-oriented multi-path framework for legal article retrieval
LexPath combines IRAC-guided sparse retrieval, structure-guided dense retrieval, and intent-aware reranking to outperform standard lexical, dense, hybrid, and RAG baselines on legal article retrieval benchmarks.