Introduction to Natural Language Processing: Exploring Techniques, Applications, and Challenges

Author:   Xiaochun Cheng ,  Preethi Nanjundan ,  Jossy P George
Publisher:   River Publishers
ISBN:  

9788770048293


Pages:   154
Publication Date:   26 June 2025
Format:   Paperback
Availability:   Not yet available   Availability explained
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Introduction to Natural Language Processing: Exploring Techniques, Applications, and Challenges


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Overview

This book provides a thorough and comprehensive introduction to natural language processing (NLP), a critical field at the intersection of artificial intelligence and computational linguistics. It explores key techniques such as sentiment analysis, which enables the detection of emotional tone in text, machine translation, facilitating the conversion of text between languages, and named entity recognition (NER), which identifies and classifies entities like names, dates, and locations within text data. The book delves into deep learning advancements, particularly the use of neural networks such as transformers and recurrent models, which have revolutionized NLP applications. Readers will gain insights into how these models drive innovations in areas such as text classification, language generation, and speech recognition. In addition to technical concepts, the book also addresses the ethical considerations surrounding NLP, emphasizing the responsible use of AI technologies to mitigate issues like bias, misinformation, and privacy concerns. Practical case studies and real-world examples are included to illustrate how NLP is applied in various sectors, including healthcare, finance, and customer service. This book is an invaluable resource for students, researchers, and industry professionals seeking to understand the foundational concepts, cutting-edge advancements, and broader implications of NLP, equipping them with the knowledge to innovate and apply these technologies effectively in their respective fields.

Full Product Details

Author:   Xiaochun Cheng ,  Preethi Nanjundan ,  Jossy P George
Publisher:   River Publishers
Imprint:   River Publishers
Weight:   0.310kg
ISBN:  

9788770048293


ISBN 10:   8770048290
Pages:   154
Publication Date:   26 June 2025
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

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Dr. Xiaochun Cheng is at Swansea University, Wales, UK, specializing in artificial intelligence, data science, and natural language processing (NLP). With extensive experience in computational linguistics, Dr. Cheng has published numerous papers in top-tier journals and actively contributes to advancing AI research. Dr. Preethi Nanjundan is an Associate Professor and Research head at CHRIST University, Pune Lavasa Campus, India, with 20 years of experience in research and teaching. Her expertise spans machine learning, neural networks, and NLP, and she has published over 40 papers and several books. She is also a lifetime member of professional bodies like IEEE and CSI. Dr. Jossy P George is a distinguished professor in the Department of Data Science and the Dean and Director at CHRIST University, Delhi NCR Campus, India. His research interests include data analytics, machine learning, and NLP, with significant contributions to both academia and industry. He plays a pivotal role in mentoring students and leading collaborative research projects.

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