Description
Introduction to Natural Language Processing provides a thorough exploration of NLP techniques, applications, and contemporary challenges in the field. The book covers foundational concepts including text preprocessing, tokenization, and semantic analysis, progressing to advanced topics such as machine learning integration and deep learning approaches.
Authored by leading experts Xiaochun Cheng, Preethi Nanjundan, and Jossy P. George, this work bridges the gap between theoretical understanding and practical application. Readers will discover how NLP powers real-world applications including machine translation, sentiment analysis, question answering systems, and information extraction.
The text addresses current challenges in the field such as handling multilingual content, managing ambiguity, and improving model interpretability. Ideal for computer science students, researchers, and practitioners, this book serves as both an educational resource and a practical reference guide for implementing NLP solutions.
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