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upvoted a paper 1 day ago

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

Paper • 2601.21590 • Published 2 days ago • 10

upvoted a paper about 2 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 4 months ago

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

Paper • 2509.22921 • Published Sep 26, 2025 • 12

upvoted a paper 7 months ago

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

Paper • 2507.02726 • Published Jul 3, 2025 • 14

upvoted an article 11 months ago

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Article

Deepseek R1 Robotic Reasoning with Checkers

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Mar 5, 2025

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14

upvoted a paper 12 months ago

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

Paper • 2502.01208 • Published Feb 3, 2025 • 11

upvoted an article about 1 year ago

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Article

Accelerating Language Model Inference with Mixture of Attentions

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Jan 7, 2025

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24

upvoted a paper about 1 year ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 69

upvoted 3 papers over 1 year 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 • 62

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

Paper • 2406.19741 • Published Jun 28, 2024 • 60