Multi-Task Anti-Causal Learning for Reconstructing Urban Events from Residents' Reports
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Why GRPO Needs Normalization: A Local-Curvature Perspective on Adaptive Gradients
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Poincar\'e Meets Bellman: Revisable Memory, Operational Quotients, and Evidence-Supported Learning in Changing Environments
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The Benchmarking Epistemology: Validity Theory for Evaluating Machine Learning Models
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Semantic Cooperative Games for Contribution Attribution in LLM-Based Multi-Agent Systems
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Quantifying Diversity of Thought: A Predictive Law of Weighted LLM Ensemble Lift
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MuseCritic: Learning Multi-Aspect Song Rewards through Natural-Language Aesthetic Critiques
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TANGO: Treating Tokens as Operators
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Distributional Validity of a Korean Synthetic Persona Panel: Evidence From the Korea Media Panel Survey
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SE-GoS: Self-Evolving Graph-of-Skills for Skill Library at Scale
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Generative Interpretability via Scalable Neuro-Symbolic Models
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Scientific Discovery under Validation Congestion via Multi-Fidelity Pairwise Rankings
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