Learning to Revise Reasoning with Segment-wise On-Policy Distillation
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Ego2World: Compiling Egocentric Cooking Videos into Executable Worlds for Belief-State Planning
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Why Does Adaptive Batching Help LLM Pretraining? A Perspective from Unbounded Variance
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Latent-MOPD: Latent Multi-Teacher On-Policy Distillation
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Hesitation Has a Geometry: Entropy-Trained Hyperbolic Probes for Sparse Activation Steering
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Does Every User Need a Private LoRA? Decoupling Personalization from Per-User Adaptation
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Co-design Gym: A Unified Benchmark for Embodiment-Policy Co-optimization
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Lexicographic Multi-Objective On-Policy Distillation
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The Surprising Effectiveness of Shared Memory in Looped Transformers
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Enhancing Biomedical Named Entity Recognition via Multiple Programming Languages Instruction Tuning and Ensemble Method
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A Guideline-Augmented Multi-Agent Framework for Schema-as-Code Biomedical Named Entity Recognition
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OLMo-Detect: A Multi-Stage, Confounder-Controlled Benchmark for Membership Inference on Large Language Models
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