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Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead - Microsoft Research
This work investigates the benefits and limitations of inference-time scaling methods across nine state-of-the-art models and eight challenging tasks, including math and STEM reasoning, calendar plann...