A Systematic Analysis of the Predictive Power of LM Surprisal in Reading Chinese
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Principled Top-$k$ Selection for Language Models with Hybrid Gradients
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InferOpt: Constrained Multi-Objective Search for LLM Inference Configurations
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Clean: Second-order LLM Training at Linear Memory Cost via Nystr\"om Sketching
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Beyond Plausibility: Verifiable Fine-Grained Image Editing on Structured Assets
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Rewrite What Matters: Adaptive Multilingual Query Rewriting for Reasoning via Agentic Reinforcement Learning
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PaLoRA: Paced Low-Rank Adaptation for Continual Learning
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Stochastic Adaptive Fourier Decomposition for Operator Learning
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Adaptive Bregman Alternating Projections for Feasible Gromov-Wasserstein Learning
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Reactivating Alignment: Defending LLMs from Jailbreaks via Intention-Aware Input-Output Matching
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Label Agreement Does Not Measure Authorization
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Detecting Defects that Matter: An Application-Driven Benchmark for Anomaly Detection in Manufacturing and Retail Logistics (VAND 4.0 Challenge)
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