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upvoted 2 papers 3 months ago

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published Jan 13 • 150

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published Jan 14 • 93

upvoted 2 papers 5 months ago

V-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation Models

Paper • 2511.16668 • Published Nov 20, 2025 • 56

MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Paper • 2511.11793 • Published Nov 14, 2025 • 195

upvoted a collection 7 months ago

DeepSeek-V3.2

Collection

4 items • Updated Dec 1, 2025 • 540

upvoted a paper 10 months ago

Balancing Truthfulness and Informativeness with Uncertainty-Aware Instruction Fine-Tuning

Paper • 2502.11962 • Published Feb 17, 2025 • 38

upvoted a paper 11 months ago

Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models

Paper • 2505.10554 • Published May 15, 2025 • 120