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· 1939 · arXiv stable/2235668

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cs.CL 1

years

2026 1

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ACCEPT 1

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Magis-Bench: Evaluating LLMs on Magistrate-Level Legal Tasks

cs.CL · 2026-05-08 · accept · novelty 7.0

Magis-Bench is a new benchmark of 74 magistrate-level legal writing tasks from Brazilian exams where the strongest LLMs reach only 6.97/10, showing judicial reasoning remains difficult for current models.

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  • Magis-Bench: Evaluating LLMs on Magistrate-Level Legal Tasks cs.CL · 2026-05-08 · accept · none · ref 6

    Magis-Bench is a new benchmark of 74 magistrate-level legal writing tasks from Brazilian exams where the strongest LLMs reach only 6.97/10, showing judicial reasoning remains difficult for current models.