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Nguyen, Thi Quyen – English Teaching, 2023
This study investigated the effects of processing three types of texts, namely expository texts, narrative texts, and a combination of both known as twin texts, on incidental vocabulary acquisition and retention in L2 learners. College freshmen (N = 109), who were lower to upper intermediate learners of English, were assigned into a control group…
Descriptors: Language Processing, Incidental Learning, Vocabulary Development, Retention (Psychology)
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Balyan, Renu; McCarthy, Kathryn S.; McNamara, Danielle S. – Grantee Submission, 2018
While hierarchical machine learning approaches have been used to classify texts into different content areas, this approach has, to our knowledge, not been used in the automated assessment of text difficulty. This study compared the accuracy of four classification machine learning approaches (flat, one-vs-one, one-vs-all, and hierarchical) using…
Descriptors: Artificial Intelligence, Classification, Comparative Analysis, Prediction
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Guan, Connie Qun; Zhao, Jianrong; Kwok, Rosa Kit Wan; Wang, Ye – Journal of Research in Reading, 2019
This 4-year longitudinal study examined the extent to which morphological awareness, syntactic processing, working memory (WM) and reading skills predict unique variances developmentally in three genres of Chinese writing (narration, argumentation and exposition) among 246 young Mandarin-speaking children. Hierarchical regression analyses were…
Descriptors: Morphology (Languages), Metalinguistics, Longitudinal Studies, Literary Genres
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Tsung, Linda T. H.; Zhang, Lubei; Hau, Kit Tai; Leong, Che Kan – Reading Matrix: An International Online Journal, 2017
Two groups of 12-year-old ethnic minority (EM) users of alphasyllabary (66 Tibetan and 45 Yi) were compared with 42 Han Chinese students in comprehending Chinese narrative and expository texts, each with inferential questions requiring short open-ended written answers. Three constructs (verbal working memory, orthographic and sentential…
Descriptors: Short Term Memory, Chinese, Orthographic Symbols, Syntax