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upvoted a paper 4 days ago

Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models

Paper • 2508.10751 • Published Aug 14, 2025 • 29

upvoted a paper 8 days ago

MMGenBench: Fully Automatically Evaluating LMMs from the Text-to-Image Generation Perspective

Paper • 2411.14062 • Published Nov 21, 2024 • 1

upvoted a paper 9 days ago

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published 23 days ago • 255

upvoted 3 papers 20 days ago

Reinforcement Learning via Self-Distillation

Paper • 2601.20802 • Published Jan 28 • 40

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 155

Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published 23 days ago • 274

upvoted 2 papers 29 days ago

Adaptive Batch-Wise Sample Scheduling for Direct Preference Optimization

Paper • 2506.17252 • Published Jun 8, 2025 • 2

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 198

upvoted 2 papers 30 days ago

Real-Time Aligned Reward Model beyond Semantics

Paper • 2601.22664 • Published Jan 30 • 13

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published Jan 30 • 35