Essential books on Natural Language Processing (17 books)

Essential books on Natural Language Processing

List of books covering Natural Language Processing and Information Retrieval.

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1	Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition by Dan Jurafsky 4.28 avg rating — 624 ratings score: 790, and 8 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
2	Introduction to Information Retrieval by Christopher D. Manning 4.21 avg rating — 415 ratings score: 499, and 5 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
3	Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit by Steven Bird (欧宝娱乐 Author) 4.10 avg rating — 566 ratings score: 486, and 5 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
4	Foundations of Statistical Natural Language Processing by Christopher Manning 4.18 avg rating — 22 ratings score: 394, and 4 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
5	Information Retrieval: Implementing and Evaluating Search Engines by Stefan B眉ttcher 4.22 avg rating — 18 ratings score: 283, and 3 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
6	Introduction to Natural Language Processing (Adaptive Computation and Machine Learning series) by Jacob Eisenstein 4.35 avg rating — 23 ratings score: 197, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
7	Modern Information Retrieval by Ricardo Baeza-Yates 3.79 avg rating — 131 ratings score: 192, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
7	The Geometry of Information Retrieval by C.J. van Rijsbergen 3.45 avg rating — 11 ratings score: 192, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
9	Search Engines: Information Retrieval in Practice by Bruce Croft 3.79 avg rating — 62 ratings score: 181, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
10	Neural Network Methods for Natural Language Processing by Yoav Goldberg 4.45 avg rating — 64 ratings score: 99, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
11	Managing Gigabytes: Compressing and Indexing Documents and Images by Ian H. Witten 4.19 avg rating — 62 ratings score: 98, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
12	Taming Text: How to Find, Organize, and Manipulate It by Grant S. Ingersoll 3.79 avg rating — 112 ratings score: 95, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
12	Automatic Information Organization and Retrieval. by Gerard Salton really liked it 4.00 avg rating — 3 ratings score: 95, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
14	Automatic Text Processing: The Transformation Analysis and Retrieval of Information by Computer by Gerard Salton liked it 3.00 avg rating — 5 ratings score: 94, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
15	Information Retrieval: Algorithms and Heuristics (The Information Retrieval Series) by David A. Grossman 3.72 avg rating — 25 ratings score: 93, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
16	The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data by Ronen Feldman really liked it 4.00 avg rating — 23 ratings score: 91, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
17	Natural Language Understanding by James F. Allen 3.98 avg rating — 55 ratings score: 90, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars