Intelligent text analysis for effective evaluation of english Language teaching based on deep learning

Abstract With the growing demand for English language teaching, the efficient and accurate evaluation of students’ writing ability has become a key focus in English education. This study introduces a Hybrid Feature-based Cross-Prompt Automated Essay Scoring (HFC-AES) model that leverages deep learni...

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Bibliographic Details
Main Authors: Yuan Ren, Wenjuan Fan, Jinhai Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-14320-5
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