Atowar-Ul Islam

A hybrid embedding approach for short-answer grading using BERT and universal sentence encoder

Evaluating learner responses is vital in assessment, especially for free-text answers, which are most challenging due to their demand for reasoning and expression. These responses reflect the learner’s understanding of the subject matter. However, manual evaluation is time-consuming and also prone to human error, highl...