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Can Large Language Models Understand Context?
Paper • 2402.00858 • Published • 23 -
OLMo: Accelerating the Science of Language Models
Paper • 2402.00838 • Published • 85 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 151 -
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity
Paper • 2401.17072 • Published • 25
Collections
Discover the best community collections!
Collections including paper arxiv:2508.20751
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Implicit Actor Critic Coupling via a Supervised Learning Framework for RLVR
Paper • 2509.02522 • Published • 25 -
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Paper • 2508.20751 • Published • 89 -
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Paper • 2509.02547 • Published • 225 -
Towards a Unified View of Large Language Model Post-Training
Paper • 2509.04419 • Published • 75
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Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Paper • 2508.20751 • Published • 89 -
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
Paper • 2508.17445 • Published • 80 -
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space
Paper • 2508.19247 • Published • 42 -
VibeVoice Technical Report
Paper • 2508.19205 • Published • 126
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Snowflake/Arctic-Text2SQL-R1-7B
8B • Updated • 13.3k • 56 -
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning
Paper • 2505.24726 • Published • 276 -
Reinforcement Pre-Training
Paper • 2506.08007 • Published • 262 -
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
Paper • 2506.16406 • Published • 127
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lusxvr/nanoVLM-222M
Image-Text-to-Text • 0.2B • Updated • 518 • 98 -
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Paper • 2503.09516 • Published • 36 -
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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Reconstruction Alignment Improves Unified Multimodal Models
Paper • 2509.07295 • Published • 40 -
F1: A Vision-Language-Action Model Bridging Understanding and Generation to Actions
Paper • 2509.06951 • Published • 31 -
UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward
Paper • 2509.06818 • Published • 29 -
Interleaving Reasoning for Better Text-to-Image Generation
Paper • 2509.06945 • Published • 14
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UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation
Paper • 2510.18701 • Published • 66 -
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Paper • 2508.20751 • Published • 89 -
CodeGoat24/UniGenBench-Eval-Images
Preview • Updated • 1.93k • 4 -
CodeGoat24/UniGenBench-EvalModel-qwen3vl-32b-v1
Image-to-Text • 1.14M • Updated • 10
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Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations
Paper • 2508.09789 • Published • 5 -
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents
Paper • 2508.13186 • Published • 18 -
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents
Paper • 2508.04038 • Published • 1 -
Prompt Orchestration Markup Language
Paper • 2508.13948 • Published • 48
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yandex/stable-diffusion-3.5-medium-alchemist
Text-to-Image • Updated • 18 • 6 -
Ovis-U1 Technical Report
Paper • 2506.23044 • Published • 62 -
FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model
Paper • 2507.01953 • Published • 19 -
LongAnimation: Long Animation Generation with Dynamic Global-Local Memory
Paper • 2507.01945 • Published • 78
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Qwen2.5-Omni Technical Report
Paper • 2503.20215 • Published • 166 -
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO
Paper • 2505.22453 • Published • 46 -
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning
Paper • 2505.23380 • Published • 22 -
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
Paper • 2505.21523 • Published • 13
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Can Large Language Models Understand Context?
Paper • 2402.00858 • Published • 23 -
OLMo: Accelerating the Science of Language Models
Paper • 2402.00838 • Published • 85 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 151 -
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity
Paper • 2401.17072 • Published • 25
-
Reconstruction Alignment Improves Unified Multimodal Models
Paper • 2509.07295 • Published • 40 -
F1: A Vision-Language-Action Model Bridging Understanding and Generation to Actions
Paper • 2509.06951 • Published • 31 -
UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward
Paper • 2509.06818 • Published • 29 -
Interleaving Reasoning for Better Text-to-Image Generation
Paper • 2509.06945 • Published • 14
-
Implicit Actor Critic Coupling via a Supervised Learning Framework for RLVR
Paper • 2509.02522 • Published • 25 -
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Paper • 2508.20751 • Published • 89 -
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Paper • 2509.02547 • Published • 225 -
Towards a Unified View of Large Language Model Post-Training
Paper • 2509.04419 • Published • 75
-
UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation
Paper • 2510.18701 • Published • 66 -
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Paper • 2508.20751 • Published • 89 -
CodeGoat24/UniGenBench-Eval-Images
Preview • Updated • 1.93k • 4 -
CodeGoat24/UniGenBench-EvalModel-qwen3vl-32b-v1
Image-to-Text • 1.14M • Updated • 10
-
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Paper • 2508.20751 • Published • 89 -
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
Paper • 2508.17445 • Published • 80 -
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space
Paper • 2508.19247 • Published • 42 -
VibeVoice Technical Report
Paper • 2508.19205 • Published • 126
-
Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations
Paper • 2508.09789 • Published • 5 -
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents
Paper • 2508.13186 • Published • 18 -
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents
Paper • 2508.04038 • Published • 1 -
Prompt Orchestration Markup Language
Paper • 2508.13948 • Published • 48
-
Snowflake/Arctic-Text2SQL-R1-7B
8B • Updated • 13.3k • 56 -
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning
Paper • 2505.24726 • Published • 276 -
Reinforcement Pre-Training
Paper • 2506.08007 • Published • 262 -
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
Paper • 2506.16406 • Published • 127
-
yandex/stable-diffusion-3.5-medium-alchemist
Text-to-Image • Updated • 18 • 6 -
Ovis-U1 Technical Report
Paper • 2506.23044 • Published • 62 -
FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model
Paper • 2507.01953 • Published • 19 -
LongAnimation: Long Animation Generation with Dynamic Global-Local Memory
Paper • 2507.01945 • Published • 78
-
lusxvr/nanoVLM-222M
Image-Text-to-Text • 0.2B • Updated • 518 • 98 -
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Paper • 2503.09516 • Published • 36 -
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
-
Qwen2.5-Omni Technical Report
Paper • 2503.20215 • Published • 166 -
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO
Paper • 2505.22453 • Published • 46 -
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning
Paper • 2505.23380 • Published • 22 -
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
Paper • 2505.21523 • Published • 13