Название: Advanced Applications of Generative AI and Natural Language Processing Models
Автор: Ahmed J. Obaid, Bharat Bhushan, Muthmainnah S. PdI
Издательство: IGI Global
Год: 2024
Страниц: 505
Язык: английский
Формат: pdf (true)
Размер: 13.6 MB

The rapid advancements in Artificial Intelligence (AI), specifically in Natural Language Processing (NLP) and Generative AI, pose a challenge for academic scholars. Staying current with the latest techniques and applications in these fields is difficult due to their dynamic nature, while the lack of comprehensive resources hinders scholars' ability to effectively utilize these technologies.

Advanced Applications of Generative AI and Natural Language Processing Models offers an effective solution to address these challenges. This comprehensive book delves into cutting-edge developments in NLP and Generative AI. It provides insights into the functioning of these technologies, their benefits, and associated challenges. Targeting students, researchers, and professionals in AI, NLP, and computer science, this book serves as a vital reference for deepening knowledge of advanced NLP techniques and staying updated on the latest advancements in generative AI. By providing real-world examples and practical applications, scholars can apply their learnings to solve complex problems across various domains. Embracing Advanced Applications of Generative AI and Natural Language Processing Modelsequips academic scholars with the necessary knowledge and insights to explore innovative applications and unleash the full potential of generative AI and NLP models for effective problem-solving.

Introduction to ChatGPT: The Chapter 1 provides a comprehensive overview of ChatGPT, an advanced language model that has gained significant attention in natural language processing (NLP) and Artificial Intelligence (AI). It outlines the underlying architecture, features, applications, benefits, and limitations of ChatGPT. The chapter highlights ChatGPT’s ability to facilitate human-like conversations through its understanding and generation of human-like text. It explores its versatility across domains and languages and its potential in customer support, virtual assistants, chatbots, language translation, content generation, and creative writing. The benefits of ChatGPT, such as improved efficiency and scalability, are discussed, as are the limitations and ethical considerations. The chapter concludes with a future outlook, discussing ongoing research and the potential impact of ChatGPT on communication and human-machine interactions, emphasizing the need for responsible development and deployment of this powerful language model.

Nudging Motivation to Learn English Through a ChatGPT Smartphone-Based Hybrid Model: The Artificial Intelligence revolution as a medium and learning technology is increasingly popular in EFL. The trend of using ChatGPT is increasing. ChatGPT is a media and technology that helps in accelerating learning to help write, becomes teaching materials, learning resources with a conversation system. The purpose of this research is to find out the motivation to learn by developing the ChatGPT function as a teaching material in EFL classes among undergraduate students at universities. As an AI-based teaching material, ChatGPT was chosen with consideration of the ease of accessing fast information.

ChatGPT in Content Creation: Techniques, Applications, and Ethical Implications: This book chapter delves into the transformative role of ChatGPT in content creation, exploring its underlying techniques, diverse applications, and associated ethical implications. The investigation spans several industries including journalism, marketing, and entertainment, demonstrating the model’s adaptability and power. This comprehensive analysis not only spotlights the challenges inherent in implementing ChatGPT, but also illuminates the unique opportunities it presents. By offering a thorough examination of the current state of ChatGPT in content creation and potential future developments, this chapter contributes to the ongoing discourse surrounding AI’s impact on content creation.