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upvoted 2 papers 3 months ago

Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States

Paper • 2510.11052 • Published Oct 13, 2025 • 51

RLFR: Extending Reinforcement Learning for LLMs with Flow Environment

Paper • 2510.10201 • Published Oct 11, 2025 • 35

upvoted a paper 7 months ago

AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting

Paper • 2505.18822 • Published May 24, 2025 • 15