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Collections including paper arxiv:2604.22294

Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets

Paper • 2604.22294 • Published 8 days ago • 16
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published 23 days ago • 287
GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0)

Paper • 2604.17091 • Published 14 days ago • 15

Canvas-to-Image: Compositional Image Generation with Multimodal Controls

Paper • 2511.21691 • Published Nov 26, 2025 • 36
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 13
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction

Paper • 2511.20937 • Published Nov 26, 2025 • 16
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation

Paper • 2512.10949 • Published Dec 11, 2025 • 47

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 40
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 57
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Paper • 2411.04282 • Published Nov 6, 2024 • 37
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models

Paper • 2411.14432 • Published Nov 21, 2024 • 25

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published Mar 17 • 139
Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 183
MOSS-TTS Technical Report

Paper • 2603.18090 • Published Mar 18 • 12
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens

Paper • 2603.23516 • Published Mar 6 • 49

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 359 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets

Paper • 2604.22294 • Published 8 days ago • 16
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published 23 days ago • 287
GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0)

Paper • 2604.17091 • Published 14 days ago • 15

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published Mar 17 • 139
Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 183
MOSS-TTS Technical Report

Paper • 2603.18090 • Published Mar 18 • 12
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens

Paper • 2603.23516 • Published Mar 6 • 49

Canvas-to-Image: Compositional Image Generation with Multimodal Controls

Paper • 2511.21691 • Published Nov 26, 2025 • 36
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 13
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction

Paper • 2511.20937 • Published Nov 26, 2025 • 16
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation

Paper • 2512.10949 • Published Dec 11, 2025 • 47

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 359 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 40
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 57
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Paper • 2411.04282 • Published Nov 6, 2024 • 37
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models

Paper • 2411.14432 • Published Nov 21, 2024 • 25

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