Which Preferences to Train On? End-to-End Multi-Objective Alignment with an Adversarial Preference Distribution
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DelegationBench: Measuring When AI Agents Should Ask Before Acting
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CURIO: Curiosity-Driven Test-Time Learning for Open-Ended Discovery
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CodeForge-MA: Execution-Verified Multi-Agent Learning with Language-Conditioned LoRA for Multilingual Code Generation
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Have I Scene This Before? Spatially Grounded Conversational Memory for Complex Queries in Egocentric Assistants
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DREAM: Dynamic Resolution Assignment For Multimodal Multi-agent Debate
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Visual Grounding Safety in Vision-Language Models
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The Functional Structure of Post-Compression Recovery in Low-Rank LLMs
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More Claims, Less Evidence: Bounded Verification of AI-Generated Digital Knowledge Artifacts
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LifeLong Digital Twin: A Unified Modeling Paradigm and Agent Harness for Event-Driven Lifelong Health State Trajectories
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From Abusive Language Classification to Sequence Labeling Identification
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DialectSentEval 2026: Arabic Dialect Sentiment Analysis and Swapping Shared Task
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