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Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets
Paper • 2604.22294 • Published • 16 -
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
Paper • 2604.08377 • Published • 287 -
GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0)
Paper • 2604.17091 • Published • 15
Collections
Discover the best community collections!
Collections including paper arxiv:2604.22294
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Canvas-to-Image: Compositional Image Generation with Multimodal Controls
Paper • 2511.21691 • Published • 36 -
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory
Paper • 2511.21678 • Published • 13 -
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction
Paper • 2511.20937 • Published • 16 -
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation
Paper • 2512.10949 • Published • 47
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Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 40 -
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
Paper • 2310.08491 • Published • 57 -
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding
Paper • 2411.04282 • Published • 37 -
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models
Paper • 2411.14432 • Published • 25
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MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild
Paper • 2603.17187 • Published • 139 -
Attention Residuals
Paper • 2603.15031 • Published • 183 -
MOSS-TTS Technical Report
Paper • 2603.18090 • Published • 12 -
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens
Paper • 2603.23516 • Published • 49
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lusxvr/nanoVLM-222M
Image-Text-to-Text • 0.2B • Updated • 359 • 99 -
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Paper • 2503.09516 • Published • 39 -
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
-
Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets
Paper • 2604.22294 • Published • 16 -
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
Paper • 2604.08377 • Published • 287 -
GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0)
Paper • 2604.17091 • Published • 15
-
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild
Paper • 2603.17187 • Published • 139 -
Attention Residuals
Paper • 2603.15031 • Published • 183 -
MOSS-TTS Technical Report
Paper • 2603.18090 • Published • 12 -
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens
Paper • 2603.23516 • Published • 49
-
Canvas-to-Image: Compositional Image Generation with Multimodal Controls
Paper • 2511.21691 • Published • 36 -
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory
Paper • 2511.21678 • Published • 13 -
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction
Paper • 2511.20937 • Published • 16 -
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation
Paper • 2512.10949 • Published • 47
-
lusxvr/nanoVLM-222M
Image-Text-to-Text • 0.2B • Updated • 359 • 99 -
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Paper • 2503.09516 • Published • 39 -
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
-
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 40 -
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
Paper • 2310.08491 • Published • 57 -
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding
Paper • 2411.04282 • Published • 37 -
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models
Paper • 2411.14432 • Published • 25