Application of Natural Language Processing Technology in Computer Education

This study provides an in-depth analysis of the application of natural language processing (NLP) technology in the field of computer education, the challenges it faces, and its future development direction. NLP technology has been widely used in automated scoring systems, intelligent teaching assistants and multi-language translation, significantly improving teaching efficiency and accessibility of educational resources. Nonetheless, the application of NLP in education still faces many challenges, including technical limitations (such as the accuracy of language understanding and production), educational applicability issues (such as whether course content and teaching methods match, etc.), as well as data privacy and Security issues.