Knowledge Network Node
Power System Technology. Core
(Accepted Version) Online First Publishing Date: 2024-07-24 09:53:11

Virtual Class Matching Based Detection of Out-Of-Distribution TextsChinese Full TextEnglish Full Text (MT)

YU Jiamiao;WANG Huifang;ZHANG Yixiang;ZHOU Hui;LUO Huafeng;XUAN Jiazhuo;

Abstract: In the field of electric power， the performance of the established deep learning model often deteriorates in the practical application in text classification task. It is urgent to detect the actual text data by the Out-of-Distribution （OOD） text detection method to ensure the generalization ability of the model. In the context of text rating for power field operations， we present a comprehensive examination of the factors leading to the emergence of OOD texts and the challenges in the detection，... More
Keywords：

Out-Of-Distribution text detection; Virtual class matching; Power grid field operations; Text classification in power domain; Text mining;

  • DOI：

    10.13335/j.1000-3673.pst.2023.1353

  • Series：

    (C) Architecture/ Energy/ Traffic/ Electromechanics, etc; (I) Electronic Technology ＆ Information Science

  • Subject：

    Electric Power Industry; Computer Software and Application of Computer

  • Classification Code：

    TP391.1;TM73

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