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3 resources

  • Kevin P. Yancey, Geoffrey Laflair, Antho...
    |
    Jun 6th, 2023
    |
    conferencePaper
    Kevin P. Yancey, Geoffrey Laflair, Antho...
    Jun 6th, 2023

    Essay scoring is a critical task used to evaluate second-language (L2) writing proficiency on high-stakes language assessments. While automated scoring approaches are mature and have been around for decades, human scoring is still considered the gold standard, despite its high costs and well-known issues such as human rater fatigue and bias. The recent introduction of large language models (LLMs) brings new opportunities for automated scoring. In this paper, we evaluate how well GPT-3.5 and...

  • Kevin P. Yancey, Geoffrey Laflair, Antho...
    |
    Jun 6th, 2023
    |
    conferencePaper
    Kevin P. Yancey, Geoffrey Laflair, Antho...
    Jun 6th, 2023

    Essay scoring is a critical task used to evaluate second-language (L2) writing proficiency on high-stakes language assessments. While automated scoring approaches are mature and have been around for decades, human scoring is still considered the gold standard, despite its high costs and well-known issues such as human rater fatigue and bias. The recent introduction of large language models (LLMs) brings new opportunities for automated scoring. In this paper, we evaluate how well GPT-3.5 and...

  • Kevin P. Yancey, Geoffrey Laflair, Antho...
    |
    Jul 6th, 2023
    |
    conferencePaper
    Kevin P. Yancey, Geoffrey Laflair, Antho...
    Jul 6th, 2023

    Essay scoring is a critical task used to evaluate second-language (L2) writing proficiency on high-stakes language assessments. While automated scoring approaches are mature and have been around for decades, human scoring is still considered the gold standard, despite its high costs and well-known issues such as human rater fatigue and bias. The recent introduction of large language models (LLMs) brings new opportunities for automated scoring. In this paper, we evaluate how well GPT-3.5 and...

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