Global NLP Natural Language Processing for Non-English Text (Paperback)
Language: English
Published by Independently Published, 2025
- Softcover
- New
Seller: CitiRetail, Stevenage, United KingdomCitiRetail
AbeBooks seller since June 29, 2022
Condition: New
£ 20.49
Quantity: 1 available
Add to basketItem description from seller
Paperback. In a world where over 7,000 languages are spoken, limiting NLP systems to English is no longer an option. Global NLP is your definitive guide to building robust, scalable, and inclusive language models that understand the diversity of human communication.Whether you're working with French, Arabic, Chinese, or low-resource languages like Swahili or Uzbek, this hands-on book equips you with practical techniques, tools, and design patterns to create multilingual and cross-lingual NLP applications. You'll learn how to handle tokenization, embeddings, machine translation, named entity recognition, and sentiment analysis across languages-using powerful libraries like spaCy, Hugging Face Transformers, and fastText.Inside, you'll discover: The unique linguistic challenges of non-English textBest practices for preprocessing and tokenizing diverse scripts and language structuresStrategies for building and fine-tuning multilingual modelsTools to work with low-resource languages using transfer learning and zero-shot techniquesReal-world case studies in global content moderation, chatbots, and cross-language searchWhether you're a data scientist, machine learning engineer, or NLP researcher, Global NLP gives you the skills to build inclusive, global-first language technologies that scale across cultures and continents. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…
Seller Inventory # 9798296870674
- Title
- Global NLP Natural Language Processing for Non-English Text (Paperback)
- Author
- Amara Hawthorn
- Publisher
- Independently Published
- Publication year
- 2025
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 13
- 9798296870674
In a world where over 7,000 languages are spoken, limiting NLP systems to English is no longer an option. Global NLP is your definitive guide to building robust, scalable, and inclusive language models that understand the diversity of human communication.
Whether you're working with French, Arabic, Chinese, or low-resource languages like Swahili or Uzbek, this hands-on book equips you with practical techniques, tools, and design patterns to create multilingual and cross-lingual NLP applications. You'll learn how to handle tokenization, embeddings, machine translation, named entity recognition, and sentiment analysis across languages—using powerful libraries like spaCy, Hugging Face Transformers, and fastText.
Inside, you’ll discover:
-
The unique linguistic challenges of non-English text
-
Best practices for preprocessing and tokenizing diverse scripts and language structures
-
Strategies for building and fine-tuning multilingual models
-
Tools to work with low-resource languages using transfer learning and zero-shot techniques
-
Real-world case studies in global content moderation, chatbots, and cross-language search
Whether you're a data scientist, machine learning engineer, or NLP researcher, Global NLP gives you the skills to build inclusive, global-first language technologies that scale across cultures and continents.
"Synopsis" may belong to another edition of this title.
CitiRetail
Stevenage, United Kingdom
AbeBooks seller since June 29, 2022
Shipping rates from United Kingdom to U.S.A.
| Item | 7 to 14 business days | 7 to 60 business days |
|---|---|---|
| First item | £ 37.00 | £ 37.00 |
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