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commented 2 papers 4 months ago

Don't Waste Mistakes: Leveraging Negative RL-Groups via Confidence Reweighting

Paper • 2510.08696 • Published Oct 9, 2025 • 15 •

3

Rethinking Thinking Tokens: LLMs as Improvement Operators

Paper • 2510.01123 • Published Oct 1, 2025 • 6 •

2

commented a paper 5 months ago

What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT

Paper • 2509.19284 • Published Sep 23, 2025 • 23 •

2

commented a paper 12 months ago

PILAF: Optimal Human Preference Sampling for Reward Modeling

Paper • 2502.04270 • Published Feb 6, 2025 • 12 •

2