🔹 Title: UI-Level Evaluation of ALLaM 34B: Measuring an Arabic-Centric LLM via HUMAIN Chat

🔹 Publication Date: Published on Aug 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.17378
• PDF: https://arxiv.org/pdf/2508.17378

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🔹 Title: T2R-bench: A Benchmark for Generating Article-Level Reports from Real World Industrial Tables

🔹 Publication Date: Published on Aug 27

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.19813
• PDF: https://arxiv.org/pdf/2508.19813

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• https://huggingface.co/datasets/Tele-AI/TeleTableBench

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🔹 Title: From reactive to cognitive: brain-inspired spatial intelligence for embodied agents

🔹 Publication Date: Published on Aug 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.17198
• PDF: https://arxiv.org/pdf/2508.17198
• Github: https://github.com/Heathcliff-saku/BSC-Nav

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🔹 Title: Democracy-in-Silico: Institutional Design as Alignment in AI-Governed Polities

🔹 Publication Date: Published on Aug 27

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.19562
• PDF: https://arxiv.org/pdf/2508.19562

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🔹 Title: Implicit Actor Critic Coupling via a Supervised Learning Framework for RLVR

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.02522
• PDF: https://arxiv.org/pdf/2509.02522
• Github: https://github.com/ritzz-ai/PACS

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🔹 Title: Jointly Reinforcing Diversity and Quality in Language Model Generations

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.02534
• PDF: https://arxiv.org/pdf/2509.02534

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🔹 Title: POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion

🔹 Publication Date: Published on Sep 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01215
• PDF: https://arxiv.org/pdf/2509.01215
• Github: https://github.com/Tencent/POINTS-Reader

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🔹 Title: MedDINOv3: How to adapt vision foundation models for medical image segmentation?

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.02379
• PDF: https://arxiv.org/pdf/2509.02379
• Github: https://github.com/ricklisz/MedDINOv3

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🔹 Title: M3Ret: Unleashing Zero-shot Multimodal Medical Image Retrieval via Self-Supervision

🔹 Publication Date: Published on Sep 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01360
• PDF: https://arxiv.org/pdf/2509.01360

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🔹 Title: Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views

🔹 Publication Date: Published on Sep 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01250
• PDF: https://arxiv.org/pdf/2509.01250
• Github: https://github.com/aHapBean/Point-PQAE

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🔹 Title: Universal Deep Research: Bring Your Own Model and Strategy

🔹 Publication Date: Published on Aug 29

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.00244
• PDF: https://arxiv.org/pdf/2509.00244

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🔹 Title: LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model

🔹 Publication Date: Published on Aug 31

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.00676
• PDF: https://arxiv.org/pdf/2509.00676
• Github: https://github.com/LLaVA-VL/LLaVA-NeXT/tree/main/llava-critic-r1

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🔹 Title: The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.02547
• PDF: https://arxiv.org/pdf/2509.02547
• Github: https://github.com/xhyumiracle/Awesome-AgenticLLM-RL-Papers

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🔹 Title: UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.02544
• PDF: https://arxiv.org/pdf/2509.02544

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🔹 Title: Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.02040
• PDF: https://arxiv.org/pdf/2509.02040

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🔹 Title: OpenVision 2: A Family of Generative Pretrained Visual Encoders for Multimodal Learning

🔹 Publication Date: Published on Sep 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01644
• PDF: https://arxiv.org/pdf/2509.01644
• Project Page: https://ucsc-vlaa.github.io/OpenVision2/
• Github: https://ucsc-vlaa.github.io/OpenVision2

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🔹 Title: Kwai Keye-VL 1.5 Technical Report

🔹 Publication Date: Published on Sep 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01563
• PDF: https://arxiv.org/pdf/2509.01563

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🔹 Title: Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01984
• PDF: https://arxiv.org/pdf/2509.01984

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🔹 Title: Improving Large Vision and Language Models by Learning from a Panel of Peers

🔹 Publication Date: Published on Sep 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01610
• PDF: https://arxiv.org/pdf/2509.01610

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🔹 Title: VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use

🔹 Publication Date: Published on Sep 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01055
• PDF: https://arxiv.org/pdf/2509.01055
• Github: https://github.com/TIGER-AI-Lab/verl-tool

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