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The Graduate University for Advanced Studies (SOKENDAI), National Institute of Informatics, The Asahi Shimbun Company
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Reward models can achieve state-of-the-art performance by critically collaborating with a rubric generator trained solely from binary preferences, eliminating the need for costly rubric annotations.