SG-LegalCite supplies 100,890 case-principle pairs from 8,523 Singapore Supreme Court judgments to enable retrieval models that rank precedents using both facts and governing legal principles.
arXiv preprint arXiv:2105.05686 , year=
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An LLM agent self-evolves a set of query-rewriting rules that raise BM25 performance on the LeCaRD-v2 legal retrieval benchmark above human-designed and greedy baselines.
citing papers explorer
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SG-LegalCite: A Principle-Augmented Benchmark for Legal Citation Retrieval in Singapore Law
SG-LegalCite supplies 100,890 case-principle pairs from 8,523 Singapore Supreme Court judgments to enable retrieval models that rank precedents using both facts and governing legal principles.
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When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval
An LLM agent self-evolves a set of query-rewriting rules that raise BM25 performance on the LeCaRD-v2 legal retrieval benchmark above human-designed and greedy baselines.