Natural Language Processing category: 128 books
by Jimmy Lin, Chris Dyer
Language: English
Release Date: October 10, 2010
Language: English
Release Date: October 10, 2010
Our world is being revolutionized by data-driven methods: access to large amounts of data has generated new insights and opened exciting new opportunities in commerce, science, and computing applications. Processing the enormous quantities of data necessary for these advances requires large clusters,...
Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data
14th China National Conference, CCL 2015 and Third International Symposium, NLP-NABD 2015, Guangzhou, China, November 13-14, 2015, Proceedings
Language: English
Release Date: November 7, 2015
This book constitutes the refereed proceedings of the 14th China National Conference on Computational Linguistics, CCL 2014, and of the Third International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2015, held in Guangzhou, China, in November 2015.
The...
by
Language: English
Release Date: July 17, 2015
Language: English
Release Date: July 17, 2015
Language—that is, oral or written content that references abstract concepts in subtle ways—is what sets us apart as a species, and in an age defined by such content, language has become both the fuel and the currency of our modern information society. This has posed a vexing new challenge for...
Linked Lexical Knowledge Bases
Foundations and Applications
Language: English
Release Date: July 19, 2016
This book conveys the fundamentals of Linked Lexical Knowledge Bases (LLKB) and sheds light on their different aspects from various perspectives, focusing on their construction and use in natural language processing (NLP). It characterizes a wide range of both expert-based and collaboratively constructed...
by Yoav Goldberg, Graeme Hirst
Language: English
Release Date: April 17, 2017
Language: English
Release Date: April 17, 2017
Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working...
by Jacob Perkins
Language: English
Release Date: August 26, 2014
Language: English
Release Date: August 26, 2014
This book is intended for Python programmers interested in learning how to do natural language processing. Maybe you’ve learned the limits of regular expressions the hard way, or you’ve realized that human language cannot be deterministically parsed like a computer language. Perhaps you have more...
by Bing Liu
Language: English
Release Date: May 1, 2012
Language: English
Release Date: May 1, 2012
Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and...
Mobile Artificial Intelligence Projects
Develop seven projects on your smartphone using artificial intelligence and deep learning techniques
Language: English
Release Date: March 30, 2019
Learn to build end-to-end AI apps from scratch for Android and iOS using TensorFlow Lite, CoreML, and PyTorch
Key Features
Build practical, real-world AI projects on Android and iOS
Implement tasks such as recognizing handwritten digits, sentiment analysis, and more
Explore the core functions...
Categorial Grammar
Logical Syntax, Semantics, and Processing
Language: English
Release Date: September 22, 2010
This book provides a state-of-the-art introduction to categorial grammar, a type of formal grammar which analyses expressions as functions or according to a function-argument relationship. The book's focus is on linguistic, computational, and psycholinguistic aspects of logical categorial grammar,...
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Language: English
Release Date: January 25, 2018
Language: English
Release Date: January 25, 2018
How do infants learn a language? Why and how do languages evolve? How do we understand a sentence? This book explores these questions using recent computational models that shed new light on issues related to language and cognition. The chapters in this collection propose original analyses of specific...
Social Media Content Analysis
Natural Language Processing and Beyond
Language: English
Release Date: October 6, 2017
Social media platforms have been ubiquitously used in our daily lives and are steadily transforming the ways people communicate, socialize and conduct business. However, the growing popularity of social media adversely leads to wild spread of unreliable information. This in turn inevitably creates...
Metaphor
A Computational Perspective
Language: English
Release Date: February 29, 2016
The literary imagination may take flight on the wings of metaphor, but hard-headed scientists are just as likely as doe-eyed poets to reach for a metaphor when the descriptive need arises. Metaphor is a pervasive aspect of every genre of text and every register of speech, and is as useful for describing...
by Nitin Hardeniya
Language: English
Release Date: July 27, 2015
Language: English
Release Date: July 27, 2015
Natural Language Processing (NLP) is the field of artificial intelligence and computational linguistics that deals with the interactions between computers and human languages. With the instances of human-computer interaction increasing, it’s becoming imperative for computers to comprehend all major...
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Language: English
Release Date: March 2, 2018
Language: English
Release Date: March 2, 2018
The relationship between language and psychology is one that has been studied for centuries. Influencing one another, these two fields uncover how the human mind's processes are interrelated. Psycholinguistics and Cognition in Language Processing is a critical scholarly resource that examines the...