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Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
Paper • 2507.09477 • Published • 84 - 
	
	
	
Replacing thinking with tool usage enables reasoning in small language models
Paper • 2507.05065 • Published • 15 - 
	
	
	
AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
Paper • 2507.13300 • Published • 19 - 
	
	
	
Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models
Paper • 2507.07104 • Published • 45 
Collections
Discover the best community collections!
Collections including paper arxiv:2507.13300 
						
					
				- 
	
	
	
ComfyUI-R1: Exploring Reasoning Models for Workflow Generation
Paper • 2506.09790 • Published • 53 - 
	
	
	
Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance
Paper • 2506.06444 • Published • 73 - 
	
	
	
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
Paper • 2506.11763 • Published • 71 - 
	
	
	
Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research
Paper • 2502.04644 • Published • 4 
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				microsoft/bitnet-b1.58-2B-4T
Text Generation • 0.8B • Updated • 11k • 1.21k - 
	
	
	
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models
Paper • 2504.10449 • Published • 15 - 
	
	
	
				nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct
Text Generation • 8B • Updated • 284 • 15 - 
	
	
	
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
Paper • 2504.11536 • Published • 62 
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MemOS: A Memory OS for AI System
Paper • 2507.03724 • Published • 154 - 
	
	
	
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents
Paper • 2507.04009 • Published • 50 - 
	
	
	
AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
Paper • 2507.13300 • Published • 19 - 
	
	
	
LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?
Paper • 2508.01780 • Published • 19 
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Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
Paper • 2505.13227 • Published • 45 - 
	
	
	
facebook/natural_reasoning
Viewer • Updated • 1.15M • 3.03k • 539 - 
	
	
	
nvidia/OpenMathReasoning
Viewer • Updated • 5.68M • 6.59k • 347 - 
	
	
	
Search Arena: Analyzing Search-Augmented LLMs
Paper • 2506.05334 • Published • 17 
- 
	
	
	
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
Paper • 2507.09477 • Published • 84 - 
	
	
	
Replacing thinking with tool usage enables reasoning in small language models
Paper • 2507.05065 • Published • 15 - 
	
	
	
AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
Paper • 2507.13300 • Published • 19 - 
	
	
	
Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models
Paper • 2507.07104 • Published • 45 
- 
	
	
	
MemOS: A Memory OS for AI System
Paper • 2507.03724 • Published • 154 - 
	
	
	
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents
Paper • 2507.04009 • Published • 50 - 
	
	
	
AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
Paper • 2507.13300 • Published • 19 - 
	
	
	
LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?
Paper • 2508.01780 • Published • 19 
- 
	
	
	
ComfyUI-R1: Exploring Reasoning Models for Workflow Generation
Paper • 2506.09790 • Published • 53 - 
	
	
	
Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance
Paper • 2506.06444 • Published • 73 - 
	
	
	
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
Paper • 2506.11763 • Published • 71 - 
	
	
	
Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research
Paper • 2502.04644 • Published • 4 
- 
	
	
	
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
Paper • 2505.13227 • Published • 45 - 
	
	
	
facebook/natural_reasoning
Viewer • Updated • 1.15M • 3.03k • 539 - 
	
	
	
nvidia/OpenMathReasoning
Viewer • Updated • 5.68M • 6.59k • 347 - 
	
	
	
Search Arena: Analyzing Search-Augmented LLMs
Paper • 2506.05334 • Published • 17 
- 
	
	
	
				microsoft/bitnet-b1.58-2B-4T
Text Generation • 0.8B • Updated • 11k • 1.21k - 
	
	
	
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models
Paper • 2504.10449 • Published • 15 - 
	
	
	
				nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct
Text Generation • 8B • Updated • 284 • 15 - 
	
	
	
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
Paper • 2504.11536 • Published • 62