Introspective Diffusion Language Models
Paper ā¢ 2604.11035 ā¢ Published ā¢ 23
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EMO: Pretraining mixture of experts for emergent modularity
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PILOT: Planning via Internalized Latent Optimization Trajectories for Large Language Models
Paper ā¢ 2601.19917 ā¢ Published ā¢ 2
Hierarchical Reasoning Model
Paper ā¢ 2506.21734 ā¢ Published ā¢ 52
Large Language Diffusion Models
Paper ā¢ 2502.09992 ā¢ Published ā¢ 128
Scaling Laws of Synthetic Data for Language Models
Paper ā¢ 2503.19551 ā¢ Published ā¢ 2
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
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Improving Reasoning Capabilities in Small Models through Mixture-of-Layers Distillation with Stepwise Attention on Key Information
Paper ā¢ 2604.15701 ā¢ Published ā¢ 1
On-Policy Self-Distillation for Reasoning Compression
Paper ā¢ 2603.05433 ā¢ Published ā¢ 9
Student-in-the-Loop Chain-of-Thought Distillation via Generation-Time Selection
Paper ā¢ 2604.02819 ā¢ Published ā¢ 1
Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster
Paper ā¢ 2505.18642 ā¢ Published ā¢ 1
LIMO: Less is More for Reasoning
Paper ā¢ 2502.03387 ā¢ Published ā¢ 63
Pitfalls of Rule- and Model-based Verifiers -- A Case Study on Mathematical Reasoning
Paper ā¢ 2505.22203 ā¢ Published ā¢ 7
Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning
Paper ā¢ 2601.17223 ā¢ Published ā¢ 1
Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier
Paper ā¢ 2505.11966 ā¢ Published ā¢ 6
Reinforcing General Reasoning without Verifiers
Paper ā¢ 2505.21493 ā¢ Published ā¢ 27
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Paper ā¢ 2505.03335 ā¢ Published ā¢ 192