Ranking-Aware Prompt Optimization for Multimodal Clinical Diagnosis
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Beyond Rephrasing: Book-Level Organization Improves Synthetic Textbook Data for Mid-Training
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CountLoop: Training-Free High-Instance Image Generation via Iterative Agent Guidance
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Learning Steganography Is Easy, Learning Steganographic Reasoning Is Hard
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FIGS: Evaluating Multi-Turn Sycophancy Without Penalizing Empathy
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Bimanual Robot Manipulation via Multi-Agent In-Context Learning
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OPTS-TTPO: Enhancing Finite-Sample Policy-Gradient Learning with Tree Search
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Completion-Aware Cross-Fidelity Offline-to-Online Reinforcement Learning for Multi-Line Bus Holding
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Group Preference Collapse in Personalized Multimodal Large Language Models
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3D Software Synthesis Driven by Constraint-Expressive Intermediate Representation
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GrammarRL: Effective Grammar-Constrained Decoding via Reinforcement Learning
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Single-turn emergency psychiatric triage across 15 frontier AI chatbots
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