Machine Learning Model for Automated Assessment of Short Subjective Answers
Zaira Hassan Amur,
Yew Kwang Hooi,
Hina Bhanbro
et al.
Abstract:Natural Language Processing (NLP) has recently gained significant attention; where, semantic similarity techniques are widely used in diverse applications, such as information retrieval, question-answering systems, and sentiment analysis. One promising area where NLP is being applied, is personalized learning, where assessment and adaptive tests are used to capture students' cognitive abilities. In this context, openended questions are commonly used in assessments due to their simplicity, but their effectivene… Show more
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