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A focused stream of recent stories from the sources curated for this community. Latest: ElementCheck: Complexity-Aware Long-Form Text Factuality Evaluation via Sentence Elements, TreeGraft: Adaptive Multi-Drafter Grafting for Tree-Based Speculative Decoding, and FedCMAPSS: A Benchmark for Federated Learning in Remaining Useful Life Estimation. Page 19.
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Abstract page for arXiv paper 2608.26118: ElementCheck: Complexity-Aware Long-Form Text Factuality Evaluation via Sentence Elements
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Abstract page for arXiv paper 2608.26112: TreeGraft: Adaptive Multi-Drafter Grafting for Tree-Based Speculative Decoding
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Abstract page for arXiv paper 2608.26433: FedCMAPSS: A Benchmark for Federated Learning in Remaining Useful Life Estimation
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Abstract page for arXiv paper 2608.26423: The Latent Diagnostic Taxonomy: A Framework for Constructing Classifiers and Diagnosing Their Decisions, Applied to Prompt Injection Detection
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Abstract page for arXiv paper 2608.26375: CG4AI: A Column Generation Framework for Training AI Models Under Constraints
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Abstract page for arXiv paper 2608.26332: Beyond Capability Benchmarks: Learning Operational Fingerprints of LLM Cloud Services from Production Incident Metadata
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Abstract page for arXiv paper 2608.26324: Privacy Without Regret: Differentially Private Inference-Time Alignment
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Abstract page for arXiv paper 2608.26288: Muon with Finite Newton-Schulz: The Smoothing Benefit in Nonsmooth Nonconvex Optimization
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Abstract page for arXiv paper 2608.26233: Pruning Binarized Neural Networks: A Dedicated Framework and Globally Weighted Algorithms
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Abstract page for arXiv paper 2608.26222: NeuronFuzz: Safety Neuron Guided Fuzzing for LLM Safety Evaluation
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Abstract page for arXiv paper 2608.26150: Leveraging Large Language Models for Systematic Literature Review of Disease Spread Models
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Abstract page for arXiv paper 2608.26149: Methodological and Conceptual Framework for 5D Multi-Table Analysis: A Unified Approach for Complex Data Reuse
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