Динамикалық қарсылас деректер жинағы
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ID: dynamicadversarialdatacollection
Related Papers
Analyzing Dynamic Adversarial Training Data in the Limit
AbstractTo create models that are robust across a wide range of test inputs, training datasets should include diverse examples that span numerous phenomena. Dynamic adversarial data collection (DADC), where annotators …...
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants
AbstractIn Dynamic Adversarial Data Collection (DADC), human annotators are tasked with finding examples that models struggle to predict correctly. Models trained on DADC-collected training data have been shown to be …...