Papers

• Audio Flamingo Next: Next-Generation Open Audio-Language Models for Speech, Sound, and Music (2026)
  Sreyan Ghosh et al.
  1.94
• Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability (2026)
  Qihan Ren et al.
  1.83
• ATANT: An Evaluation Framework for AI Continuity (2026)
  Samuel Sameer Tanguturi
  1.83
• Thinking Preference Optimization (2025)
  Wang Yang et al.
  1.28
• Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning (2025)
  Yibin Wang et al.
  1.28
• X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains (2025)
  Qianchu Liu et al.
  1.28
• The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think (2025)
  Seongyun Lee et al.
  1.28
• Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models (2025)
  Zhiyuan Hu et al.
  1.28
• Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding (2025)
  Xiaoyi Zhang et al.
  1.28
• VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization (2025)
  Yunxin Li et al.
  1.28
• Kinetics: Rethinking Test-Time Scaling Laws (2025)
  Ranajoy Sadhukhan et al.
  1.28
• VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos (2025)
  Jiashuo Yu et al.
  1.28
• Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization (2025)
  Zhenpeng Su et al.
  1.28
• FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting (2025)
  Zefeng He et al.
  1.28
• MixReasoning: Switching Modes to Think (2025)
  Haiquan Lu et al.
  1.28
• RAG-Anything: All-in-One RAG Framework (2025)
  Zirui Guo et al.
  1.28
• Generating an Image From 1,000 Words: Enhancing Text-to-Image With Structured Captions (2025)
  Eyal Gutflaish et al.
  1.28
• Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving (2025)
  Songyang Gao et al.
  1.28
• Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens (2023)
  Zhanpeng Zeng et al.
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• RoboVQA: Multimodal Long-Horizon Reasoning for Robotics (2023)
  Pierre Sermanet et al.
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• MovieSum: An Abstractive Summarization Dataset for Movie Screenplays (2024)
  Rohit Saxena et al.
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• Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models (2024)
  Wei Chen et al.
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• DSBench: How Far Are Data Science Agents to Becoming Data Science Experts? (2024)
  Liqiang Jing et al.
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