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📚 Article: "Can large language models write reflectively?"
Two research questions:
1. Can ChatGPT generate high-quality reflective writings?
2. To what extent are reflective responses generated by ChatGPT distinguishable from reflective responses written by university… twitter.com/i/web/status/1…
Two research questions:
1. Can ChatGPT generate high-quality reflective writings?
2. To what extent are reflective responses generated by ChatGPT distinguishable from reflective responses written by university… twitter.com/i/web/status/1…
1️⃣ ChatGPT outperformed student-written reflections in all assessment criteria.
2️⃣ Reflective writing tasks were particularly well-suited for ChatGPT ...,
as they rely on textual and content-based analysis, which large language models excel at.
as they rely on textual and content-based analysis, which large language models excel at.
3️⃣ Human evaluators struggled to accurately differentiate ChatGPT-generated reflections from student-generated ones.
4️⃣ General-domain classifiers, like the OpenAI classifier, performed poorly on domain-specific tasks and tended to misclassify human-written texts as AI-generated.
Main conclusions:
- Large language models have potential in educational contexts.
- But this also raises challenges related to academic integrity and accurate detection.
- Large language models have potential in educational contexts.
- But this also raises challenges related to academic integrity and accurate detection.
The paper: "Can large language models write reflectively?" 🔗 DOI: doi.org/10.1016/j.caea…
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