GraphOPD: Graph-Augmented On-Policy Distillation for LLM Agents
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Pathwise Information Certificates for Decentralized Adaptive Sensing
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Quad-State Safety Evaluation of Open-Weight Large Language Models on Non-Canonical Inputs
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sk-bench: A Native-First Benchmark for Evaluating Large Language Models in Slovak
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Decoupling Logic from Persona: Structural Immunity of Edge LLM Agents to Context Pollution
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UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation
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Directed Temporal Representations for Offline Visual Control
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U-Space: Uncovering When and Why Uncertainty Arises in Language Models
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On KL-Regularized Policy Optimization
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SNR-Gated LSTM-Conditioned Diffusion Model for MIMO Channel Estimation
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Same Text, Different Prediction: Serving-Context Nondeterminism in Text Classifiers
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Multi-Objective Aligned Small Language Model Framework for SUD Patient Dialogue Generation
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