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Alvin Wang

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Jul 2026

Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval

This work studies the task of ranking case-law sentences by their usefulness for explaining a concept or target statutory term, using an established dataset of 26,959 sentences covering 42 U.S. Code concepts labeled into four explanatory-value categories.

Alvin Wang, Jaromir Savelka · 0 citations

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