🔹 Title: The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs

🔹 Publication Date: Published on Sep 11

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09677
• PDF: https://arxiv.org/pdf/2509.09677

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/arvindh75/Long-Horizon-Execution

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🔹 Title: InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10441
• PDF: https://arxiv.org/pdf/2509.10441

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🔹 Title: Color Me Correctly: Bridging Perceptual Color Spaces and Text Embeddings for Improved Diffusion Generation

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10058
• PDF: https://arxiv.org/pdf/2509.10058

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🔹 Title: QuantAgent: Price-Driven Multi-Agent LLMs for High-Frequency Trading

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09995
• PDF: https://arxiv.org/pdf/2509.09995

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🔹 Title: MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools

🔹 Publication Date: Published on Sep 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09734
• PDF: https://arxiv.org/pdf/2509.09734

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🔹 Title: VStyle: A Benchmark for Voice Style Adaptation with Spoken Instructions

🔹 Publication Date: Published on Sep 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09716
• PDF: https://arxiv.org/pdf/2509.09716
• Project Page: https://junzhan2000.github.io/VStyle.github.io/
• Github: https://github.com/alibaba/vstyle

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🔹 Title: Virtual Agent Economies

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10147
• PDF: https://arxiv.org/pdf/2509.10147

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🔹 Title: LoFT: Parameter-Efficient Fine-Tuning for Long-tailed Semi-Supervised Learning in Open-World Scenarios

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09926
• PDF: https://arxiv.org/pdf/2509.09926

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🔹 Title: HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09713
• PDF: https://arxiv.org/pdf/2509.09713

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🔹 Title: Inpainting-Guided Policy Optimization for Diffusion Large Language Models

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10396
• PDF: https://arxiv.org/pdf/2509.10396

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🔹 Title: CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09990
• PDF: https://arxiv.org/pdf/2509.09990

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🔹 Title: X-Part: high fidelity and structure coherent shape decomposition

🔹 Publication Date: Published on Sep 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.08643
• PDF: https://arxiv.org/pdf/2509.08643

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🔹 Title: IntrEx: A Dataset for Modeling Engagement in Educational Conversations

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06652
• PDF: https://arxiv.org/pdf/2509.06652
• Github: https://github.com/Xingwei-Tan/IntrEx

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/XingweiT/IntrEx-sequence
• https://huggingface.co/datasets/XingweiT/IntrEx-turn

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🔹 Title: FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies

🔹 Publication Date: Published on Sep 5

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.04996
• PDF: https://arxiv.org/pdf/2509.04996

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🔹 Title: DeMeVa at LeWiDi-2025: Modeling Perspectives with In-Context Learning and Label Distribution Learning

🔹 Publication Date: Published on Sep 11

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09524
• PDF: https://arxiv.org/pdf/2509.09524

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🔹 Title: CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models

🔹 Publication Date: Published on Sep 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01535
• PDF: https://arxiv.org/pdf/2509.01535

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🔹 Title: Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation

🔹 Publication Date: Published on Sep 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.08825
• PDF: https://arxiv.org/pdf/2509.08825

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🔹 Title: World Modeling with Probabilistic Structure Integration

🔹 Publication Date: Published on Sep 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.09737
• PDF: https://arxiv.org/pdf/2509.09737

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🔹 Title: Visual-TableQA: Open-Domain Benchmark for Reasoning over Table Images

🔹 Publication Date: Published on Sep 9

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.07966
• PDF: https://arxiv.org/pdf/2509.07966

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/AI-4-Everyone/Visual-TableQA

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🔹 Title: Context Engineering for Trustworthiness: Rescorla Wagner Steering Under Mixed and Inappropriate Contexts

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.04500
• PDF: https://arxiv.org/pdf/2509.04500

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