EMNLP 2026 Paper: SCALE uses structured case law for legal reasoning

ponguru · x · 2026-09-02

The paper 'SCALE: Structured Case-law-guided Anticipatory Legal rEasoning' has been accepted to EMNLP 2026. Its key insight is that explicit legal structure can compensate for weaker implicit reasoning, suggesting that better organization of precedents is more effective than just adding more parameters.

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