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Essential books on Natural Language Processing
List of books covering Natural Language Processing and Information Retrieval.
Score
A book’s total score is based on multiple factors, including the number of people who have voted for it and how highly those voters ranked the book.
| 1 |
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Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition
by
4.29 avg rating — 638 ratings
score: 790,
and
8 people voted
|
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| 2 |
|
Introduction to Information Retrieval
by
4.22 avg rating — 418 ratings
score: 499,
and
5 people voted
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| 3 |
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Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit
by
Steven Bird (Goodreads Author)
4.10 avg rating — 569 ratings
score: 486,
and
5 people voted
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| 4 |
|
Foundations of Statistical Natural Language Processing
by
4.18 avg rating — 22 ratings
score: 394,
and
4 people voted
|
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| 5 |
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Information Retrieval: Implementing and Evaluating Search Engines
by
4.22 avg rating — 18 ratings
score: 283,
and
3 people voted
|
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| 6 |
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Introduction to Natural Language Processing (Adaptive Computation and Machine Learning series)
by
4.35 avg rating — 23 ratings
score: 197,
and
2 people voted
|
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| 7 |
|
Modern Information Retrieval
by
3.80 avg rating — 132 ratings
score: 192,
and
2 people voted
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| 7 |
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The Geometry of Information Retrieval
by
3.45 avg rating — 11 ratings
score: 192,
and
2 people voted
|
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| 9 |
|
Search Engines: Information Retrieval in Practice
by
3.81 avg rating — 63 ratings
score: 181,
and
2 people voted
|
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| 10 |
|
Neural Network Methods for Natural Language Processing
by
4.45 avg rating — 66 ratings
score: 99,
and
1 person voted
|
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| 11 |
|
Managing Gigabytes: Compressing and Indexing Documents and Images
by
4.19 avg rating — 63 ratings
score: 98,
and
1 person voted
|
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| 12 |
|
Taming Text: How to Find, Organize, and Manipulate It
by
3.79 avg rating — 112 ratings
score: 95,
and
1 person voted
|
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| 12 |
|
Automatic Information Organization and Retrieval.
by
really liked it 4.00 avg rating — 3 ratings
score: 95,
and
1 person voted
|
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| 14 |
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Automatic Text Processing: The Transformation Analysis and Retrieval of Information by Computer
by
liked it 3.00 avg rating — 5 ratings
score: 94,
and
1 person voted
|
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| 15 |
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Information Retrieval: Algorithms and Heuristics (The Information Retrieval Series)
by
3.72 avg rating — 25 ratings
score: 93,
and
1 person voted
|
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| 16 |
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The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data
by
really liked it 4.00 avg rating — 23 ratings
score: 91,
and
1 person voted
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| 17 |
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Natural Language Understanding
by
3.98 avg rating — 55 ratings
score: 90,
and
1 person voted
|
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