3 To address these limitations, text analysis tools such as CiteSpace and VOSviewer offer classification-independent methods to identify key topics.4 5 A 2019 study using natural language processing .

Text classification is one of the most important and typical tasks in Natural Language Processing (NLP) which can be applied for many applications. Recently, deep learning approaches has shown their ...

Text classification in natural language processing (NLP) is evolving rapidly, particularly with the surge in transformer-based models, including large language models (LLM). This paper presents an ...

Abstract Text classification is an essential task of natural language processing. Preprocessing, which determines the representation of text features, is one of the key steps of text classification ...

Leveraging text classification methods is quite an important aspect in the field of Natural Language Processing (NLP) and text mining. For the text classification system, a large number of statistical ...

Teaching computers to make sense of human language has long been a goal of computer scientists. Natural language processing algorithms aim to make sense of it.