Innovative Research on AI-Enabled Innovation of Multiple Evaluation Systems in College English Teaching

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Exploring innovative evaluation systems in college English education, indicating benefits and challenges related to AI.

AI technologies improve evaluation systems in college English teaching, enriching dimensions and feedback mechanisms.
Effective support from natural language processing and machine learning can diversify evaluation subjects and refine assessment processes.
Challenges like algorithmic bias and data privacy risks persist, requiring careful management to protect stakeholders.
Countermeasures are necessary to optimize AI algorithms and enhance the balance between human and machine roles in assessment.

Chen et al. (2025) studied this question.

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