Latent Performance Profiling of Large Language Models
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New papers, breakthroughs and academic AI research
Vectorizing the Trie: Efficient Constrained Decoding for LLM-based Generative Retrieval on Accelerators
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Beyond Cooperative Simulators: Generating Realistic User Personas for Robust Evaluation of LLM Agents
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The Persona Hierarchy Model: Understanding Contextual Generalization in Fine-Tuning LLMs
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Neighborhood Smoothing for Calibration
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ARCS: Towards Precise Text-to-SQL via Structured Disambiguation
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Knowledge boundary probing and demand-guided intervention for LLM-based power system code generation
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Relational Abstractions for Spatial Reasoning with Diffusion Models
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CircuitGate: Logic-Consistent Circuit-Level Functional Modeling for And-Inverter Graphs
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Geometry-Aware Discretization Error of Diffusion Models
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Arctic Questions, Missing Answers: A Dataset and Benchmark for LLM Abstention in Arctic Science
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Frozen Models, Evolving Expertise: Model-Agnostic Learning from Deployment Experience for Multimodal Medical AI
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