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2 resources

  • Changrong Xiao, Wenxing Ma, Qingping Son...
    |
    Mar 3rd, 2025
    |
    preprint
    Changrong Xiao, Wenxing Ma, Qingping Son...
    Mar 3rd, 2025

    Receiving timely and personalized feedback is essential for second-language learners, especially when human instructors are unavailable. This study explores the effectiveness of Large Language Models (LLMs), including both proprietary and open-source models, for Automated Essay Scoring (AES). Through extensive experiments with public and private datasets, we find that while LLMs do not surpass conventional state-of-the-art (SOTA) grading models in performance, they exhibit notable...

  • Changrong Xiao, Wenxing Ma, Qingping Son...
    |
    Mar 3rd, 2025
    |
    preprint
    Changrong Xiao, Wenxing Ma, Qingping Son...
    Mar 3rd, 2025

    Receiving timely and personalized feedback is essential for second-language learners, especially when human instructors are unavailable. This study explores the effectiveness of Large Language Models (LLMs), including both proprietary and open-source models, for Automated Essay Scoring (AES). Through extensive experiments with public and private datasets, we find that while LLMs do not surpass conventional state-of-the-art (SOTA) grading models in performance, they exhibit notable...

Last update from database: 28/10/2025, 20:15 (UTC)
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