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upvoted 20 papers 8 months ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28, 2025 • 131

Shifting AI Efficiency From Model-Centric to Data-Centric Compression

Paper • 2505.19147 • Published May 25, 2025 • 144

Mutarjim: Advancing Bidirectional Arabic-English Translation with a Small Language Model

Paper • 2505.17894 • Published May 23, 2025 • 220

SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published Apr 7, 2025 • 203

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23, 2025 • 81

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations

Paper • 2505.18125 • Published May 23, 2025 • 112

SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training

Paper • 2505.11594 • Published May 16, 2025 • 75

Flow-GRPO: Training Flow Matching Models via Online RL

Paper • 2505.05470 • Published May 8, 2025 • 86

Scaling Law for Quantization-Aware Training

Paper • 2505.14302 • Published May 20, 2025 • 76

NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Paper • 2505.16938 • Published May 22, 2025 • 120

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21, 2025 • 97

On Path to Multimodal Generalist: General-Level and General-Bench

Paper • 2505.04620 • Published May 7, 2025 • 82

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning

Paper • 2505.11896 • Published May 17, 2025 • 58

Web-Shepherd: Advancing PRMs for Reinforcing Web Agents

Paper • 2505.15277 • Published May 21, 2025 • 104

AdaptThink: Reasoning Models Can Learn When to Think

Paper • 2505.13417 • Published May 19, 2025 • 83

Emerging Properties in Unified Multimodal Pretraining

Paper • 2505.14683 • Published May 20, 2025 • 133

Chain-of-Model Learning for Language Model

Paper • 2505.11820 • Published May 17, 2025 • 121

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 321

Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning

Paper • 2505.03318 • Published May 6, 2025 • 92