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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Xiao Yang

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Open access Sep 2026

Word and Insertion-Gap Error Detection in English Learner Writing: A Cross-Corpus Study of Pretrained and Syntactic Features

Grammatical error detection must identify both problematic source words and locations where material is missing. This study evaluates these decisions separately and examines whether explicit dependency features improve classifiers built on frozen pretrained representations. An audited W&I+LOCNESS partition supplies 31,...

Xiao Yang · 0 citations

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