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ENTITY Same Text, Different Prediction: Serving-Context Nondeterminism in Text Classifiers

Same Text, Different Prediction: Serving-Context Nondeterminism in Text Classifiers

PulseAugur coverage of Same Text, Different Prediction: Serving-Context Nondeterminism in Text Classifiers — every cluster mentioning Same Text, Different Prediction: Serving-Context Nondeterminism in Text Classifiers across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_286820 ·

    New study reveals serving-context nondeterminism in text classifiers

    A new study published on arXiv investigates nondeterminism in text classifiers, revealing that factors like batch size, hardware, and inference engine can alter predictions even when the model and input text remain cons…