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Discover the best community collections!

Collections including paper arxiv:2501.09891

about 5 hours ago

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published 10 days ago • 64
When an LLM is apprehensive about its answers -- and when its uncertainty is justified

Paper • 2503.01688 • Published 10 days ago • 19
Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published 12 days ago • 53
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published 16 days ago • 44

LLM and Reasoning Papers

Papers dump of LLM Reasoning domain

Internal Consistency and Self-Feedback in Large Language Models: A Survey

Paper • 2407.14507 • Published Jul 19, 2024 • 46
Large Language Models are Zero-Shot Reasoners

Paper • 2205.11916 • Published May 24, 2022 • 1
Let's Verify Step by Step

Paper • 2305.20050 • Published May 31, 2023 • 10
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 11

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 106
PaSa: An LLM Agent for Comprehensive Academic Paper Search

Paper • 2501.10120 • Published Jan 17 • 44
Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident Even When They Are Wrong

Paper • 2501.09775 • Published Jan 16 • 29
ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario

Paper • 2501.10132 • Published Jan 17 • 19

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 106
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8 • 263
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though

Paper • 2501.04682 • Published Jan 8 • 91

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 106
Reasoning Language Models: A Blueprint

Paper • 2501.11223 • Published Jan 20 • 32
Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident Even When They Are Wrong

Paper • 2501.09775 • Published Jan 16 • 29
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Paper • 2501.09686 • Published Jan 16 • 37

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22 • 346
Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 106
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8 • 263

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 106

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 106
PaSa: An LLM Agent for Comprehensive Academic Paper Search

Paper • 2501.10120 • Published Jan 17 • 44
Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident Even When They Are Wrong

Paper • 2501.09775 • Published Jan 16 • 29
VideoWorld: Exploring Knowledge Learning from Unlabeled Videos

Paper • 2501.09781 • Published Jan 16 • 27

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 106

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 106

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