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Collections including paper arxiv:2508.01191

Snowflake/Arctic-Text2SQL-R1-7B

8B • Updated May 29 • 5.81k • 42
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30 • 271
Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9 • 260
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights

Paper • 2506.16406 • Published Jun 19 • 126

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234

Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27 • 31
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 139
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 134
Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21 • 87

Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning

Paper • 2508.16949 • Published 14 days ago • 22
Diffusion Language Models Know the Answer Before Decoding

Paper • 2508.19982 • Published 10 days ago • 22
ThinkDial: An Open Recipe for Controlling Reasoning Effort in Large Language Models

Paper • 2508.18773 • Published 11 days ago • 14
Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published 15 days ago • 243

research-catchup

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report

Paper • 2508.01059 • Published Aug 1 • 33
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Paper • 2508.05629 • Published 29 days ago • 170
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Paper • 2508.06471 • Published 28 days ago • 173

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published 22 days ago • 91
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234
Thinking with Nothinking Calibration: A New In-Context Learning Paradigm in Reasoning Large Language Models

Paper • 2508.03363 • Published Aug 5 • 1
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization

Paper • 2507.14683 • Published Jul 19 • 128

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234

Snowflake/Arctic-Text2SQL-R1-7B

8B • Updated May 29 • 5.81k • 42
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30 • 271
Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9 • 260
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights

Paper • 2506.16406 • Published Jun 19 • 126

Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27 • 31
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 139
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 134
Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21 • 87

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234

Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning

Paper • 2508.16949 • Published 14 days ago • 22
Diffusion Language Models Know the Answer Before Decoding

Paper • 2508.19982 • Published 10 days ago • 22
ThinkDial: An Open Recipe for Controlling Reasoning Effort in Large Language Models

Paper • 2508.18773 • Published 11 days ago • 14
Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published 15 days ago • 243

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234

research-catchup

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report

Paper • 2508.01059 • Published Aug 1 • 33
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Paper • 2508.05629 • Published 29 days ago • 170
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Paper • 2508.06471 • Published 28 days ago • 173

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published 22 days ago • 91
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234
Thinking with Nothinking Calibration: A New In-Context Learning Paradigm in Reasoning Large Language Models

Paper • 2508.03363 • Published Aug 5 • 1
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization

Paper • 2507.14683 • Published Jul 19 • 128

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 234

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