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Notes on legal research
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InsufficiencyBench: Evaluating LLM legal advice on underspecified user queries
The study introduces InsufficiencyBench, a new benchmark for evaluating the ability of legal AI systems to recognize when a query lacks essential information for a correct answer. The study finds that existing models…
Evaluating RAG for French immigration law: a benchmark and baseline study
The authors present a new benchmark for evaluating AI models in the context of French immigration law. They compare a parameterized language model baseline with dense retrieval augmentation at two scales (Qwen3.5-9B…
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