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.