Workshop on Utilizing AI-Based Natural Language Processing (NLP) for Language Error Pattern Analysis and Improving the Quality of Students' Academic Writing

  • Lina Siti Nurwahidah Institut Pendidikan Indonesia
  • Ai Sela Institut Pendidikan Indonesia Garut
  • Ambarwati Ambarwati Institut Pendidikan Indonesia Garut
  • Anggia Septin Dwi Lestari Institut Pendidikan Indonesia Garut
  • Annida Firdaus Nisa Institut Pendidikan Indonesia Garut
  • Azka Aulia Institut Pendidikan Indonesia Garut
  • Erik Kurniawan Institut Pendidikan Indonesia Garut
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Keywords: Utilization of Natural Language Processing (NLP),, AI-Based, Writing Quality, Academic Text

Abstract

The use of AI-based tools in learning has been demonstrated by numerous studies, demonstrating that this technology can improve students' writing skills. This training is designed to provide a comprehensive understanding of the technical and theoretical aspects of using NLP technology in the context of language education. The application of NLP tools helps students identify and correct common language errors in academic writing, such as grammatical and spelling errors. Participants conducted text analysis of academic texts they had written before and after the training. Using NLP tools, they were able to identify errors and areas for improvement. The analysis results showed a significant reduction in error frequency after applying the techniques taught during the workshop. This training has positively contributed to students' academic writing skills, providing them with new skills and increasing their motivation to learn.

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Published
2025-05-12
How to Cite
Nurwahidah, L., Sela, A., Ambarwati, A., Lestari, A., Nisa, A., Aulia, A., & Kurniawan, E. (2025). Workshop on Utilizing AI-Based Natural Language Processing (NLP) for Language Error Pattern Analysis and Improving the Quality of Students’ Academic Writing. Indonesian Journal of Community Empowerment (IJCE), 6(2), 102-106. https://doi.org/10.35899/ijce.v6i2.1052