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Department of Electrical Engineering, Indian Institute of Technology Delhi, New Delhi, India
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Theory-driven evaluation of reasoning traces can achieve 2.5x better correlation with human judgments than existing methods, offering a more reliable way to assess reasoning quality in language models.
