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upvoted 4 papers about 1 hour ago

Does This Action Still Explain the Task? Reverse Scoring for Diffusion Language Model Agents

Paper • 2609.38536 • Published 3 days ago • 9

Composable Decoding on the Probability Simplex: Theory and Implementation

Paper • 2609.34992 • Published 4 days ago • 9

The Weakest Link: Distilling LLM Reasoning with Worst-Case Constrained Reinforcement Learning

Paper • 2610.00332 • Published 3 days ago • 9

Tail-Influence Sampling for CVaR Policy Evaluation

Paper • 2609.38096 • Published 3 days ago • 8

upvoted a collection 18 days ago

iSDFT: Info-Proximal Self-Distillation Fine-Tuning

Collection

iSDFT Trained Models • 66 items • Updated 10 days ago • 4

upvoted a paper 4 months ago

Robots Need More than VLA and World Models

Paper • 2606.06556 • Published Jun 4 • 31

upvoted a paper 6 months ago

The Y-Combinator for LLMs: Solving Long-Context Rot with λ-Calculus

Paper • 2603.20105 • Published Mar 20 • 37

upvoted a paper 7 months ago

Decoding as Optimisation on the Probability Simplex: From Top-K to Top-P (Nucleus) to Best-of-K Samplers

Paper • 2602.18292 • Published Feb 20 • 14

upvoted 2 papers 8 months ago

Multi-Task GRPO: Reliable LLM Reasoning Across Tasks

Paper • 2602.05547 • Published Feb 5 • 14

Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening

Paper • 2601.21590 • Published Jan 29 • 14

upvoted a paper 10 months ago

Model-Based and Sample-Efficient AI-Assisted Math Discovery in Sphere Packing

Paper • 2512.04829 • Published Dec 4, 2025 • 12

upvoted 2 papers about 1 year ago

Rethinking Large Language Model Distillation: A Constrained Markov Decision Process Perspective

Paper • 2509.22921 • Published Sep 26, 2025 • 12

Bourbaki: Self-Generated and Goal-Conditioned MDPs for Theorem Proving

Paper • 2507.02726 • Published Jul 3, 2025 • 14