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MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
Paper • 2601.21821 • Published • 60 -
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text
Paper • 2601.22975 • Published • 109 -
Reinforced Attention Learning
Paper • 2602.04884 • Published • 28 -
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts
Paper • 2510.19363 • Published • 62
Collections
Discover the best community collections!
Collections including paper arxiv:2510.19363
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Towards General Agentic Intelligence via Environment Scaling
Paper • 2509.13311 • Published • 72 -
Establishing Best Practices for Building Rigorous Agentic Benchmarks
Paper • 2507.02825 • Published • 1 -
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts
Paper • 2510.19363 • Published • 62 -
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
Paper • 2510.18941 • Published • 10
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Demystifying Reinforcement Learning in Agentic Reasoning
Paper • 2510.11701 • Published • 33 -
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts
Paper • 2510.19363 • Published • 62 -
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning
Paper • 2510.25992 • Published • 48 -
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence
Paper • 2511.07384 • Published • 19
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lusxvr/nanoVLM-222M
Image-Text-to-Text • 0.2B • Updated • 494 • 98 -
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Paper • 2503.09516 • Published • 38 -
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
Paper • 2505.24863 • Published • 97 -
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning
Paper • 2505.17667 • Published • 88
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LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora
Paper • 2510.10114 • Published • 4 -
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts
Paper • 2510.19363 • Published • 62 -
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
Paper • 2510.23587 • Published • 67 -
Human-Agent Collaborative Paper-to-Page Crafting for Under $0.1
Paper • 2510.19600 • Published • 69
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The Art of Scaling Reinforcement Learning Compute for LLMs
Paper • 2510.13786 • Published • 32 -
Attention Is All You Need for KV Cache in Diffusion LLMs
Paper • 2510.14973 • Published • 42 -
BitNet Distillation
Paper • 2510.13998 • Published • 59 -
GigaBrain-0: A World Model-Powered Vision-Language-Action Model
Paper • 2510.19430 • Published • 52
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MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
Paper • 2601.21821 • Published • 60 -
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text
Paper • 2601.22975 • Published • 109 -
Reinforced Attention Learning
Paper • 2602.04884 • Published • 28 -
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts
Paper • 2510.19363 • Published • 62
-
lusxvr/nanoVLM-222M
Image-Text-to-Text • 0.2B • Updated • 494 • 98 -
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Paper • 2503.09516 • Published • 38 -
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
Paper • 2505.24863 • Published • 97 -
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning
Paper • 2505.17667 • Published • 88
-
LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora
Paper • 2510.10114 • Published • 4 -
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts
Paper • 2510.19363 • Published • 62 -
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
Paper • 2510.23587 • Published • 67 -
Human-Agent Collaborative Paper-to-Page Crafting for Under $0.1
Paper • 2510.19600 • Published • 69
-
Towards General Agentic Intelligence via Environment Scaling
Paper • 2509.13311 • Published • 72 -
Establishing Best Practices for Building Rigorous Agentic Benchmarks
Paper • 2507.02825 • Published • 1 -
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts
Paper • 2510.19363 • Published • 62 -
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
Paper • 2510.18941 • Published • 10
-
The Art of Scaling Reinforcement Learning Compute for LLMs
Paper • 2510.13786 • Published • 32 -
Attention Is All You Need for KV Cache in Diffusion LLMs
Paper • 2510.14973 • Published • 42 -
BitNet Distillation
Paper • 2510.13998 • Published • 59 -
GigaBrain-0: A World Model-Powered Vision-Language-Action Model
Paper • 2510.19430 • Published • 52
-
Demystifying Reinforcement Learning in Agentic Reasoning
Paper • 2510.11701 • Published • 33 -
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts
Paper • 2510.19363 • Published • 62 -
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning
Paper • 2510.25992 • Published • 48 -
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence
Paper • 2511.07384 • Published • 19