🔹 Title: From Noise to Narrative: Tracing the Origins of Hallucinations in Transformers

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06938
• PDF: https://arxiv.org/pdf/2509.06938

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🔹 Title: Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing

🔹 Publication Date: Published on Sep 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.08721
• PDF: https://arxiv.org/pdf/2509.08721
• Project Page: https://github.com/gensyn-ai/rl-swarm
• Github: https://github.com/gensyn-ai/rl-swarm

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🔹 Title: A Survey of Reinforcement Learning for Large Reasoning Models

🔹 Publication Date: Published on Sep 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.08827
• PDF: https://arxiv.org/pdf/2509.08827
• Project Page: https://github.com/TsinghuaC3I/Awesome-RL-for-LRMs
• Github: https://github.com/TsinghuaC3I/Awesome-RL-for-LRMs

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🔹 Title: RewardDance: Reward Scaling in Visual Generation

🔹 Publication Date: Published on Sep 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.08826
• PDF: https://arxiv.org/pdf/2509.08826

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🔹 Title: Hunyuan-MT Technical Report

🔹 Publication Date: Published on Sep 5

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.05209
• PDF: https://arxiv.org/pdf/2509.05209

🔹 Datasets citing this paper:
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🔹 Spaces citing this paper:
• https://huggingface.co/spaces/umint/searchgpt
• https://huggingface.co/spaces/akhaliq/Hunyuan-MT-7B
• https://huggingface.co/spaces/umint/gemma-3-270m
• https://huggingface.co/spaces/Alae65/hunyuan-mt-translator
• https://huggingface.co/spaces/ailan-ai/HY-MT-Demo
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🔹 Title: AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

🔹 Publication Date: Published on Sep 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.08755
• PDF: https://arxiv.org/pdf/2509.08755
• Project Page: https://agentgym-rl.github.io/
• Github: https://github.com/WooooDyy/AgentGym-RL

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🔹 Title: P3-SAM: Native 3D Part Segmentation

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06784
• PDF: https://arxiv.org/pdf/2509.06784

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🔹 Title: EnvX: Agentize Everything with Agentic AI

🔹 Publication Date: Published on Sep 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.08088
• PDF: https://arxiv.org/pdf/2509.08088

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🔹 Title: 3D and 4D World Modeling: A Survey

🔹 Publication Date: Published on Sep 4

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.07996
• PDF: https://arxiv.org/pdf/2509.07996
• Github: https://github.com/worldbench/survey

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🔹 Title: HumanAgencyBench: Scalable Evaluation of Human Agency Support in AI Assistants

🔹 Publication Date: Published on Sep 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.08494
• PDF: https://arxiv.org/pdf/2509.08494

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🔹 Title: The Majority is not always right: RL training for solution aggregation

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06870
• PDF: https://arxiv.org/pdf/2509.06870

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