Here are some essential books for learning Natural Language Processing:
📚 Classic Textbooks
"Speech and Language Processing" by Daniel Jurafsky & James H. Martin
A comprehensive guide covering foundational concepts and modern techniques."Natural Language Understanding" by Stuart Shieber & others
Focuses on computational models for language comprehension."Foundations of Statistical Natural Language Processing" by Christopher D. Manning & Hinrich Schütze
Ideal for understanding statistical methods in NLP.
📚 Advanced Resources
"Deep Learning for Natural Language Processing" by Liang et al.
Explores neural network applications in NLP."Neural Networks for NLP" by Yoav Goldberg
A modern approach to leveraging deep learning for language tasks.
📚 Practical Guides
- "Hands-On Natural Language Processing with Python" by Bhavana Jain
Hands-on projects for applying NLP techniques using Python.
For more resources, check out our NLP Courses or NLP Tools section! 🌐