Developing a feedback theory-informed natural language processing (NLP) model to enable large-scale evaluation of written feedback, and analysing a large set of feedback extracted from Moodle using this model to understand the presence of student-centred feedback elements, the commonality and differences in feedback provision across disciplines.
machine-learning natural-language-processing deep-learning sklearn wordcloud nltk tokenization lemmatization chi-square nltk-python xgboost-classifier part-of-speech-tagging distilbert-model huggingface-transformers blooms-taxonomy learner-centred-feedback
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Updated
Jul 4, 2023 - Jupyter Notebook