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upvoted 6 papers 28 days ago

iSDFT: Information-Proximal Self-Distillation for Continual Learning in LLMs

Paper • 2609.24646 • Published Sep 21 • 9

Beam Search as Test-Time Self-Distillation via Counterfactual Contexts

Paper • 2609.37041 • Published Sep 29 • 8

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

Paper • 2610.00332 • Published Sep 29 • 10

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

Paper • 2609.38536 • Published Sep 29 • 11

Composable Decoding on the Probability Simplex: Theory and Implementation

Paper • 2609.34992 • Published Sep 28 • 11

Tail-Influence Sampling for CVaR Policy Evaluation

Paper • 2609.38096 • Published Sep 29 • 28

upvoted a paper 5 months ago

Robots Need More than VLA and World Models

Paper • 2606.06556 • Published Jun 4 • 31

upvoted a paper 7 months ago

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

Paper • 2603.20105 • Published Mar 20 • 36

upvoted a paper 9 months ago

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

Paper • 2601.21590 • Published Jan 29 • 14

upvoted a paper 11 months ago

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

Paper • 2512.04829 • Published Dec 4, 2025 • 12

upvoted a paper about 1 year ago

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

Paper • 2509.22921 • Published Sep 26, 2025 • 12

upvoted a paper over 1 year ago

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

Paper • 2507.02726 • Published Jul 3, 2025 • 14

upvoted an article over 1 year ago

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Article

Deepseek R1 Robotic Reasoning with Checkers

• 

codyreading

•

Mar 5, 2025

• 14

upvoted a paper over 1 year ago

Almost Surely Safe Alignment of Large Language Models at Inference-Time

Paper • 2502.01208 • Published Feb 3, 2025 • 11

upvoted an article almost 2 years ago

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Article

Accelerating Language Model Inference with Mixture of Attentions

• 

hba123

•

Jan 7, 2025

• 24

upvoted a paper almost 2 years ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 70

upvoted 3 papers over 2 years ago

HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants

Paper • 2405.09186 • Published May 15, 2024 • 23

Human-like Episodic Memory for Infinite Context LLMs

Paper • 2407.09450 • Published Jul 12, 2024 • 63

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

Paper • 2406.19741 • Published Jun 28, 2024 • 59