Classification of reflective writing: A comparative analysis with shallow machine learning and pre-trained language models

Reflective practice holds critical importance, for example, in higher education and teacher education, yet promoting students’ reflective skills has been a persistent challenge. The emergence of revolutionary artificial intelligence technologies, notably in machine learning and large language models...

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