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Center for Juris-Informatics, ROIS-DS, Tokyo, Japan
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LLMs can now translate legal cases into logical formulas with significantly improved accuracy and stability, thanks to a novel retrieval-augmented in-context learning approach that carefully balances exemplar diversity and mitigates entity bias.