NATURAL LANGUAGE PROCESSING: UNLOCKING THE POWER OF HUMAN LANGUAGE FOR MACHINES
Kushal Jain, Rahul Kumar Paswan, Durga Kunjam, Omprakash Dewangan · 2023
It provides an in-depth exploration of the field of natural language processing (NLP). This chapter offers a comprehensive overview of the significance, challenges, and advancements in NLP, integrating practical applications and theoretical frameworks to unlock the potential of human language for machines. The chapter delves into the fundamental concepts of NLP, including language modeling, syntax, semantics, and pragmatics, while also discussing cutting-edge techniques such as deep learning, neural networks, and machine translation. Through case studies and examples, the chapter illustrates the transformative impact of NLP in various domains, such as healthcare, finance, customer service, and education. Furthermore, the chapter highlights the evolving landscape of NLP, addressing current research trends, ethical considerations, and the future prospects of the field. With a blend of theoretical insights and real-world applications, this chapter serves as a valuable resource for researchers, practitioners, and students seeking to understand and harness the power of NLP in the age of artificial intelligence.