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GENERATING LABELED DATA BY SEQUENCE-TO-SEQUENCE MODELING WITH ADDED PERTURBATIONS TO ENCODED INFORMATION
GENERATING LABELED DATA BY SEQUENCE-TO-SEQUENCE MODELING WITH ADDED PERTURBATIONS TO ENCODED INFORMATION
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机译:通过对编码信息进行附加扰动的序列到序列建模来生成标签数据
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摘要
Methods and a system are provided for generating labeled data. A method includes encoding, by a processor-based encoder, a first labeled data into an encoded representation of the first labeled data. The method further includes modifying the encoded representation into a modified representation by adding a perturbation to the encoded representation. The method additionally includes decoding, by a processor-based decoder, the modified representation into a second labeled data.
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