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Collections including paper arxiv:2506.04178

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models

Paper • 2412.05939 • Published Dec 8, 2024 • 16
TÜLU 3: Pushing Frontiers in Open Language Model Post-Training

Paper • 2411.15124 • Published Nov 22, 2024 • 67
PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding

Paper • 2504.13180 • Published Apr 17 • 19

Large Reasoning Models Learn Better Alignment from Flawed Thinking

Paper • 2510.00938 • Published Oct 1 • 58
What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT

Paper • 2509.19284 • Published Sep 23 • 22
Learning to Reason as Action Abstractions with Scalable Mid-Training RL

Paper • 2509.25810 • Published Sep 30 • 5
Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9 • 266

Reasoning Introduces New Poisoning Attacks Yet Makes Them More Complicated

Paper • 2509.05739 • Published Sep 6 • 2
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers

Paper • 2509.03059 • Published Sep 3 • 24
Universal Deep Research: Bring Your Own Model and Strategy

Paper • 2509.00244 • Published Aug 29 • 13
<think> So let's replace this phrase with insult... </think> Lessons learned from generation of toxic texts with LLMs

Paper • 2509.08358 • Published Sep 10 • 13

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48
TiDAR: Think in Diffusion, Talk in Autoregression

Paper • 2511.08923 • Published 24 days ago • 109

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48

OmniSVG: A Unified Scalable Vector Graphics Generation Model

Paper • 2504.06263 • Published Apr 8 • 182
InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models

Paper • 2510.11341 • Published Oct 13 • 34
SVGThinker: Instruction-Aligned and Reasoning-Driven Text-to-SVG Generation

Paper • 2509.24299 • Published Sep 29
VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation

Paper • 2511.02778 • Published Nov 4 • 102

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48
NEMOTRON-CROSSTHINK: Scaling Self-Learning beyond Math Reasoning

Paper • 2504.13941 • Published Apr 15 • 11
Retrieval-augmented reasoning with lean language models

Paper • 2508.11386 • Published Aug 15 • 5
Language Models that Think, Chat Better

Paper • 2509.20357 • Published Sep 24

June 2025 - Top Papers

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8 • 114
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning

Paper • 2506.09513 • Published Jun 11 • 100
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97
Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10 • 104

SeerAttention-R: Sparse Attention Adaptation for Long Reasoning

Paper • 2506.08889 • Published Jun 10 • 23
MiniCPM4: Ultra-Efficient LLMs on End Devices

Paper • 2506.07900 • Published Jun 9 • 92
Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9 • 262
OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models

Paper • 2412.05939 • Published Dec 8, 2024 • 16
TÜLU 3: Pushing Frontiers in Open Language Model Post-Training

Paper • 2411.15124 • Published Nov 22, 2024 • 67
PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding

Paper • 2504.13180 • Published Apr 17 • 19

OmniSVG: A Unified Scalable Vector Graphics Generation Model

Paper • 2504.06263 • Published Apr 8 • 182
InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models

Paper • 2510.11341 • Published Oct 13 • 34
SVGThinker: Instruction-Aligned and Reasoning-Driven Text-to-SVG Generation

Paper • 2509.24299 • Published Sep 29
VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation

Paper • 2511.02778 • Published Nov 4 • 102

Large Reasoning Models Learn Better Alignment from Flawed Thinking

Paper • 2510.00938 • Published Oct 1 • 58
What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT

Paper • 2509.19284 • Published Sep 23 • 22
Learning to Reason as Action Abstractions with Scalable Mid-Training RL

Paper • 2509.25810 • Published Sep 30 • 5
Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9 • 266

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48
NEMOTRON-CROSSTHINK: Scaling Self-Learning beyond Math Reasoning

Paper • 2504.13941 • Published Apr 15 • 11
Retrieval-augmented reasoning with lean language models

Paper • 2508.11386 • Published Aug 15 • 5
Language Models that Think, Chat Better

Paper • 2509.20357 • Published Sep 24

Reasoning Introduces New Poisoning Attacks Yet Makes Them More Complicated

Paper • 2509.05739 • Published Sep 6 • 2
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers

Paper • 2509.03059 • Published Sep 3 • 24
Universal Deep Research: Bring Your Own Model and Strategy

Paper • 2509.00244 • Published Aug 29 • 13
<think> So let's replace this phrase with insult... </think> Lessons learned from generation of toxic texts with LLMs

Paper • 2509.08358 • Published Sep 10 • 13

June 2025 - Top Papers

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8 • 114
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning

Paper • 2506.09513 • Published Jun 11 • 100
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97
Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10 • 104

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48
TiDAR: Think in Diffusion, Talk in Autoregression

Paper • 2511.08923 • Published 24 days ago • 109

SeerAttention-R: Sparse Attention Adaptation for Long Reasoning

Paper • 2506.08889 • Published Jun 10 • 23
MiniCPM4: Ultra-Efficient LLMs on End Devices

Paper • 2506.07900 • Published Jun 9 • 92
Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9 • 262
OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48

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