An insight into the intricacies of lingual paraphrasing pragmatic discourse on the purpose of synonyms

Jabir Al Nahian (Daffodil International University)
Abu Kaisar Mohammad Masum (Daffodil International University)
Muntaser Mansur Syed (Florida Institute of Technology)
Sheikh Abujar (Florida Institute of Technology)

Bulletin of Electrical Engineering and Informatics
Vol 11, No 5: October 2022

The term "paraphrasing" refers to the process of presenting the sense of an input text in a new way while preserving fluency. Scientific research distribution is gaining traction, allowing both rookie and experienced scientists to participate in their respective fields. As a result, there is now a massive demand for paraphrase tools that may efficiently and effectively assist scientists in modifying statements in order to avoid plagiarism. natural language processing (NLP) is very much important in the realm of the process of document paraphrasing. We analyze and discuss existing studies on paraphrasing in the English language in this paper. Finally, we develop an algorithm to paraphrase any text document or paragraphs using WordNet and natural language tool kit (NLTK) and maintain "Using Synonyms" techniques to achieve our result. For 250 paragraphs, our algorithm achieved a paraphrase accuracy of 94.8%.