ITC-MoE: Importance-guided Token-aware Compression for MoE Diffusion Language Models
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LawCompass: Navigating from Legal QA to Multi-Agent Deep Research with Grounded Evidence
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Watch Your Speech: Text-aware Video-to-Speech Synthesis with Textual Conditioning
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SCOPE-AD: Sequential cost-aware ordinal-belief planning with energy-based models for diagnostic agents
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RelationVGGT: Visual Geometry Transformers for 3D Spatial Relation Segmentation
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When Does Exercise-Specific Joint Selection Help? An Audit of Evaluation and Control Design
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Revision-Aware Independent Agent Graphs for Dynamic Reasoning
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Concept Driven Domain Adaptation: Finding an Abstract Needle in a Haystack
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HHR: Hierarchical Hash Retrieval for Efficient LLM Generation
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Capturing In-Context Learning Dynamics with Task Operators
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Precision over Scale: A Polish-Silesian Benchmark and a Translation System Outperforming Open-Source and Commercial Models
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AgSpec: Pushing the Limits of Retrieval-Based Speculative Decoding in Coding Agent Pipelines
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