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1 articles- paperarXiv (systems, data, ML)·23 Oct 20263.8
Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning
Optimizes pass@k directly to prune reasoning candidates while keeping diversity at test time.