FlexRouter: Learning Complementary Model Sets for Flexible LLM Routing
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STRATA: Self-Learning Through Role-Aligned Tiered Agents for Real-Time Strategy Games
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Dynamic LoRA-Experts and Prototype-Ensemble Matching for Class-Incremental Learning
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LSR-Ben: A Logical and Scientific Reasoning Benchmark for Evaluating Process Reward Models
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The Advantages of Fresh Sketching for Ridge Regression
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How Much Can Reliability Drift Under a Fixed Confidence Distribution?
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An Empirical Study of On-Device Translation for Real-Time Live-Stream Chat on Mobile Devices
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Predicting Multi-View Rashomon Representation: Can We Learn Where Models Disagree?
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Preemptive LLM Unlearning against Forbidden Capability Acquisition via Gradient Sealing
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STEPS: Selective On-Policy Self-Distillation for Reasoning
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When Context Changes: Understanding Update Failures in LLMs
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Reasoning Externalization for Faithful Large Language Model Narratives of Stock Return Predictions
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