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Carnegie Mellon University, 5000 Forbes Ave, Pittsburgh, PA 15213, USA
CMU Machine Learning2
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Prompting decoder-only models outperforms fine-tuning methods, achieving unprecedented effectiveness in ranking case-law sentences for statutory term retrieval.
Spec learning enables LLMs to align with user preferences using just a few instructions, outperforming traditional optimization methods without requiring costly parameter updates.
