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HumanintheLoop Synthetic Text Data Inspection with Provenance Tracking Hong Jin Kang×1, Fabrice HarelCanada×1, Muhammad Ali Gulzar2, Violet Peng1, and Miring Kim1 1University of California, Los
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Human-in-form-loop synformtic text data is a type of data that has been labeled or categorized by humans in a loop, often used for training artificial intelligence models.
Companies or individuals who have collected or generated human-in-form-loop synformtic text data are required to file this type of data.
Human-in-form-loop synformtic text data can be filled out by categorizing or labeling the text data according to predefined criteria provided by the data collector.
The purpose of human-in-form-loop synformtic text data is to improve the accuracy and performance of artificial intelligence models through training on labeled data.
The information reported on human-in-form-loop synformtic text data typically includes the labeled text data, any relevant metadata, and the criteria used for labeling.
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