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Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China
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Legal LLMs can be taught to respect the arrow of time, outperforming state-of-the-art models by up to 30% on legal reasoning tasks simply by enforcing temporal consistency via reinforcement learning.
