Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Effortless and beneficial processing of natural languages using transformers Subject The topic of the resource 68T05; 68T50; ALBERTA; Attention model; BERT; GPT3; NLP; RoBERTa; Sequential model encoder-decoder Description An account of the resource Natural Language Processing plays a vital role in our day-to-day life. Deep learning models for NLP help make human life easier as computers can think, talk, and interact like humans. Applications of the NLP models can be seen in many domains, especially in machine translation and psychology. This paper briefly reviews the different transformer models and the advantages of using an Encoder-Decoder language translator model. The article focuses on the need for sequence-to-sequence language-translation models like BERT, RoBERTa, and XLNet, along with their components. 2022 Taru Publications. Creator An entity primarily responsible for making the resource Amrutha K.; Prabu P. Source A related resource from which the described resource is derived Journal of Discrete Mathematical Sciences and Cryptography, Vol-25, No. 7, pp. 1987-2005. Publisher An entity responsible for making the resource available Taylor and Francis Ltd. Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1080/09720529.2022.2133239" target="_blank" rel="noreferrer noopener">https://doi.org/10.1080/09720529.2022.2133239</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143499677&amp;doi=10.1080%2F09720529.2022.2133239&amp;partnerID=40&amp;md5=57c51a912f413b0bf7ccc4e1774ee473" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143499677&amp;doi=10.1080%2f09720529.2022.2133239&amp;partnerID=40&amp;md5=57c51a912f413b0bf7ccc4e1774ee473</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 9720529 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Amrutha K., Department of Computer Science, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Prabu P., Department of Computer Science, CHRIST (Deemed to be University), Karnataka, Bengaluru, India