Clarifying the Scope of NLP: Language Processing vs. Neuro-Linguistic Programming

Authors

  • Awaz Ahmed Shaban Information Technology Department, Technical College of Informatics-Akre, Akre University for Applied Sciences, Duhok, Iraq
  • Ibrahim M. Ibrahim Department of Computer Networks and Information Security, Akre University for applied Sciences, Duhok, Iraq

Keywords:

Natural Language Processing, Language Processing, Neuro- Linguistic Programming

Abstract

The acronym “NLP” has come to represent two fundamentally distinct disciplines: Natural Language Processing (a computational subfield of Artificial Intelligence) and Neuro-Linguistic Programming (a psychological and therapeutic methodology). This paper presents a comprehensive comparative analysis aimed at resolving ambiguities surrounding the use of the term “NLP” in academic, clinical, and technological contexts. By examining definitions, methodologies, applications, and challenges, we delineate the separate paradigms these fields represent. We explore cutting-edge computational models such as BERT, GPT-3, and CASEml within NLP, juxtaposed with therapeutic tools like the Meta Model and anchoring techniques within NLP therapy. Case studies spanning medical informatics and clinical psychology underscore the efficacy of each domain, while highlighting the potential for confusion due to shared linguistic foundations. This study not only clarifies domain boundaries but also proposes research directions to mitigate terminological ambiguity and foster interdisciplinary collaboration.

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Published

2025-05-19

How to Cite

shaban, awaz, & Mahmood Ibrahim, I. (2025). Clarifying the Scope of NLP: Language Processing vs. Neuro-Linguistic Programming. Polaris Global Journal of Scholarly Research and Trends, 4(1). Retrieved from https://pgjsrt.com/pgjsrt/index.php/qaj/article/view/217

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Articles