Paper Title
NLP Paraphrase Generator Using Parrot Paraphraser

Abstract
One of the most important and challenging tasks in the field of Natural Language Processing is high-quality Paraphrase Generation. Large-scale pre-trained models like OpenAi’s GPT have been proven very powerful in their capability to generate fluent, well-formulated, and grammatically consistent text for phrase completions. This paper leverages the Parrot paraphrasing library integrated with state of the art models such as T5 to perform sentence paraphrasing by configuring the parrot model and displays the paraphrased sentences based on user-provided phrases, allowing finetuning of paraphrasing settings to meet specific requirements for adequacy, fluency, and diversity in generated paraphrases. The paper showcases the functionality of the Parrot model for sentence paraphrasing and enables customizable paraphrasing options for various applications.