RelICL: Training-free Relational Learning with Tabular Foundation Models
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New papers, breakthroughs and academic AI research
The Confidence Shortcut: A Reasoning Failure Mode of Masked Diffusion Models
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TRIAGE: Dialectical LLM Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series
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A Situational Speech Synthesizer for Yoruba: System Design, Phonological Rule Architecture, and Orthographic Extensions for Contour
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Masked Self-Distillation: Internalizing the Chain-of-Thought in Language Models
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Fixed-point neural samplers on discrete spaces
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Physics-Refined Spatiotemporal Forecasting on Open-Boundary Hydrologic Graphs
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SkillEvoLean: Mutation-enhanced skill evolution for Lean provers
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Vision-language models for chest radiography do not always need the image
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CARD: Cross-component Audio Representation Distillation for Encoder-Free Audio Captioning
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Accelerating Constrained Decoding with Token Space Compression
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Evidence-Gated Research: Statistically Controlled Model Adoption in Adaptive Search
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