Natural Language Processing (NLP) has been an emerging data analysis method for big data sets that are not amenable to manual analysis due to their size and complexity. The purpose of this systematic literature review is to explain the use of NLP in engineering education by reviewing research papers from 1990 to 2021. It provides findings of how NLP has been used, catalogs its practices for data analysis. Moreover, it presents trends in the uses...