Papers

• AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents (2026)
  Yiheng Shu et al.
  1.94
• HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents (2026)
  Qianchu Liu et al.
  1.94
• Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers (2026)
  Bozhou Li et al.
  1.72
• ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas (2026)
  Xiaoyu Tian et al.
  1.67
• Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis (2025)
  Tianbao Xie et al.
  1.28
• MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness (2025)
  Yunlong Tang et al.
  1.28
• VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning (2025)
  Li Kang et al.
  1.28
• Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor (2025)
  Vatsal Agarwal et al.
  1.28
• Apriel-1.5-15b-Thinker (2025)
  Shruthan Radhakrishna et al.
  1.28
• Agentic Design of Compositional Machines (2025)
  Wenqian Zhang et al.
  1.28
• COLA: How to adapt vision-language models to Compose Objects Localized with Attributes? (2023)
  Arijit Ray et al.
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• Simple Token-Level Confidence Improves Caption Correctness (2023)
  Suzanne Petryk et al.
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• SymbolicAI: A framework for logic-based approaches combining generative models and solvers (2024)
  Marius-Constantin Dinu et al.
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• The Llama 3 Herd of Models (2024)
  Abhimanyu Dubey et al.
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• IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation (2024)
  Xinchen Zhang et al.
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• MMCOMPOSITION: Revisiting the Compositionality of Pre-trained Vision-Language Models (2024)
  Hang Hua et al.
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• Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment (2024)
  Dongping Chen et al.
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