Rationale-Guided Policy Optimization: Learning to Reason with Adaptive Rationale Scaffolding
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Minimal Witness Reinforcement Learning
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RefRoute: Decoupling Conditioning Cost from References via Compact Residual Conditioning and Spatial Routing
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DirectSpeech2LLM: A Simple End-to-End Framework to Mitigate Prompt Overfitting in Speech-LLMs
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Later Is Better: Token Reduction for ViTs Under Distribution Shift
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Foresight-over-Graph: Reasoning Beyond Local Horizons for Knowledge Base Question Answering
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Structure-aware Keypoint Localization for Videofluoroscopic Swallowing Study
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From Laboratory to Road: Evaluating Wearable Gaze Accuracy for Driving
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Geometry-Constrained Bidirectional Point Cloud Registration for Thin, Sheet-Like Heritage Artifacts
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Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability
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SAGE: Semantic Anchor-Guided Evolution for Grounded Medical QA Data Synthesis
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Penalty-Framed No-Valid-Option MCQA: Analyzing LLM Abstention under Invalid Choices
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