GRACE framework proves a phase transition in optimal verification granularity for TTS and introduces an adaptive strategy that unifies search methods and improves accuracy up to 3.1% over fixed baselines on MATH-500, GSM8K, and AIME.
Spokenwoz: A large-scale speech-text benchmark for spoken task-oriented dialogue agents.Advances in Neural Information Processing Systems, 36:39088–39118, 2023
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Granularity-Regulated Adaptive Computational Efficiency for Optimal Verification in Test-Time Scaling
GRACE framework proves a phase transition in optimal verification granularity for TTS and introduces an adaptive strategy that unifies search methods and improves accuracy up to 3.1% over fixed baselines on MATH-500, GSM8K, and AIME.