Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation
Paper • 2606.18844 • Published • 12
Urro
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computational linguistics major 🤖🔎ðŸ”
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papers about 18 hours ago
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papers about 19 hours ago
Morpheus: A Morphology-Aware Neural Tokenizer and Word Embedder for Turkish
Paper • 2606.18717 • Published • 5
STARE: Surprisal-Guided Token-Level Advantage Reweighting for Policy Entropy Stability
Paper • 2606.19236 • Published • 12
Sumi: Open Uniform Diffusion Language Model from Scratch
Paper • 2606.19005 • Published • 11
The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL
Paper • 2606.19162 • Published • 20
upvoted 3
papers 6 days ago
Learning from the Self-future: On-policy Self-distillation for dLLMs
Paper • 2606.18195 • Published • 74
Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients
Paper • 2606.18216 • Published • 59
LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling
Paper • 2606.18023 • Published • 201
upvoted 8
papers 11 days ago
MaskAlign: Token-Subset Representation Alignment for Efficient Diffusion Training
Paper • 2606.08788 • Published • 4
SG-OPD: Sign-Gated On-Policy Distillation via Sign-Consistency Gating and Phased Teacher Sampling
Paper • 2606.09304 • Published • 6
Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models
Paper • 2606.11409 • Published • 9
Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning
Paper • 2606.13106 • Published • 21
N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization
Paper • 2606.10768 • Published • 24
MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling
Paper • 2606.13473 • Published • 90
Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?
Paper • 2606.08063 • Published • 79
MiniMax Sparse Attention
Paper • 2606.13392 • Published • 144