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  • Jinnie Shin, Mark J. Gierl
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    Jul 4th, 2020
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    journalArticle
    Jinnie Shin, Mark J. Gierl
    Jul 4th, 2020

    Automated essay scoring (AES) has emerged as a secondary or as a sole marker for many high-stakes educational assessments, in native and non-native testing, owing to remarkable advances in feature engineering using natural language processing, machine learning, and deep-neural algorithms. The purpose of this study is to compare the effectiveness and the performance of two AES frameworks, each based on machine learning with deep language features, or complex language features, and deep neural...

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