Foundations of Statistical Natural Language Processing PDF Download
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Author: Christopher Manning
Publisher: MIT Press
ISBN: 0262303795
Category : Language Arts & Disciplines
Languages : en
Pages : 719
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Book Description
Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.
Author: Christopher Manning
Publisher: MIT Press
ISBN: 0262303795
Category : Language Arts & Disciplines
Languages : en
Pages : 719
Get Book Here
Book Description
Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.
Author: Christopher D. Manning
Publisher: Cambridge University Press
ISBN: 1139472100
Category : Computers
Languages : en
Pages :
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Book Description
Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.
Author: Matt Christopher
Publisher: Little, Brown Books for Young Readers
ISBN: 0316044393
Category : Juvenile Nonfiction
Languages : en
Pages : 79
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Book Description
No other family has conquered football like the Mannings. Discover their amazing story in this biography that includes stats and the achievements of the Mannings, on and off the football field. It all started with the dad, Archie, a former pro quarterback who taught his sons Peyton and Eli to play football. Now, the brothers have a legacy of their own as pro quarterbacks, starting with two stunning Super Bowl wins. This exciting Matt Christopher biography gives readers the story behind this famous football family, as well as thrilling recaps of some of the most awesome games in NFL history.
Author: Mark Robert Waldman
Publisher: Diversion Books
ISBN: 1682303047
Category : Self-Help
Languages : en
Pages : 312
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Book Description
Perfect for readers of How God Changes Your Brain, two researchers present over thirty brain exercises to help readers generate happiness and success, in business and in life. ”This remarkable book translates state-of-the art neuroscience into practical techniques that rapidly promote personal transformation. If you want to double your happiness and your income, start using these powerful brain-changing exercises today!” ―John Assaraf, New York Times bestselling author and CEO of NeuroGym Adapted from a business school course they created for professionals, bestselling author Mark Waldman and Chris Manning present simple brain exercises, based on the latest neuroscience research, to guide readers to improvement in all parts of life, from work to home, from how we think to how we feel. Their promise is to help people create more "wealth" in their lives, defined as the combination of money, happiness, and success. Using the latest research studied by two experts in their field, the book presents both the scientific background and sets of “NeuroWisdom” exercises that will help people reduce neurological stress and increase happiness, motivation, and productivity. The “worry” centers of the brain are turned off and the optimism circuits are turned on. Work becomes more pleasurable and creativity is increased, enabling the brain to anticipate and solve problems more efficiently. From the cutting edge of brain science to real-world solutions, these exercises help readers gain the wisdom that leads to greater fulfillment.
Author: Avery Delano Andrews
Publisher: Stanford Univ Center for the Study
ISBN: 9781575861654
Category : Language Arts & Disciplines
Languages : en
Pages : 153
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Book Description
This book provides a simple but precise framework for describing complex predicates and related constructions, and applies it principally to the analysis of complex predicates in Romance, and certain serial verb constructions in Tariana and Miskitu. The authors argue for replacing the projection architecture of LFG with a notion of differential information spreading within a unified feature structure. Another important feature is the use of the conception of argument-structure in Chris Manning's Ergativity to facilitate the description of how complex predicates are assembled. In both of these aspects the result is a framework that preserves the descriptive parsimony of LFG while taking on key ideas from HPSG.
Author: Christopher D. Manning
Publisher:
ISBN:
Category :
Languages : en
Pages : 606
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Book Description
Author: Kay S Hymowitz
Publisher: Basic Books
ISBN: 0465031404
Category : Social Science
Languages : en
Pages : 249
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Book Description
In Manning Up, Manhattan Institute fellow and City Journal contributing editor Kay Hymowitz argues that the gains of the feminist revolution have had a dramatic, unanticipated effect on the current generation of young men. Traditional roles of family man and provider have been turned upside down as "pre-adult" men, stuck between adolescence and "real" adulthood, find themselves lost in a world where women make more money, are more educated, and are less likely to want to settle down and build a family. Their old scripts are gone, and young men find themselves adrift. Unlike women, they have no biological clock telling them it's time to grow up. Hymowitz argues that it's time for these young men to "man up."
Author: Lewis Tunstall
Publisher: "O'Reilly Media, Inc."
ISBN: 1098136764
Category : Computers
Languages : en
Pages : 409
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Book Description
Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf, among the creators of Hugging Face Transformers, use a hands-on approach to teach you how transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how transformers can be used for cross-lingual transfer learning Apply transformers in real-world scenarios where labeled data is scarce Make transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train transformers from scratch and learn how to scale to multiple GPUs and distributed environments
Author: Sandra Kübler
Publisher: Morgan & Claypool Publishers
ISBN: 1598295969
Category : Computers
Languages : en
Pages : 128
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Book Description
Dependency-based methods for syntactic parsing have become increasingly popular in natural language processing in recent years. This book gives a thorough introduction to the methods that are most widely used today. After an introduction to dependency grammar and dependency parsing, followed by a formal characterization of the dependency parsing problem, the book surveys the three major classes of parsing models that are in current use: transition-based, graph-based, and grammar-based models. It continues with a chapter on evaluation and one on the comparison of different methods, and it closes with a few words on current trends and future prospects of dependency parsing. The book presupposes a knowledge of basic concepts in linguistics and computer science, as well as some knowledge of parsing methods for constituency-based representations. Table of Contents: Introduction / Dependency Parsing / Transition-Based Parsing / Graph-Based Parsing / Grammar-Based Parsing / Evaluation / Comparison / Final Thoughts
Author: Sasa Juric
Publisher: Simon and Schuster
ISBN: 1638351651
Category : Computers
Languages : en
Pages : 652
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Book Description
Summary Revised and updated for Elixir 1.7, Elixir in Action, Second Edition teaches you how to apply Elixir to practical problems associated with scalability, fault tolerance, and high availability. Along the way, you'll develop an appreciation for, and considerable skill in, a functional and concurrent style of programming. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology When you're building mission-critical software, fault tolerance matters. The Elixir programming language delivers fast, reliable applications, whether you're building a large-scale distributed system, a set of backend services, or a simple web app. And Elixir's elegant syntax and functional programming mindset make your software easy to write, read, and maintain. About the Book Elixir in Action, Second Edition teaches you how to build production-quality distributed applications using the Elixir programming language. Author Saša Jurić introduces this powerful language using examples that highlight the benefits of Elixir's functional and concurrent programming. You'll discover how the OTP framework can radically reduce tedious low-level coding tasks. You'll also explore practical approaches to concurrency as you learn to distribute a production system over multiple machines. What's inside Updated for Elixir 1.7 Functional and concurrent programming Introduction to distributed system design Creating deployable releases About the Reader You'll need intermediate skills with client/server applications and a language like Java, C#, or Ruby. No previous experience with Elixir required. About the Author Saša Jurić is a developer with extensive experience using Elixir and Erlang in complex server-side systems. Table of Contents First steps Building blocks Control flow Data abstractions Concurrency primitives Generic server processes Building a concurrent system Fault-tolerance basics Isolating error effects Beyond GenServer Working with components Building a distributed system Running the system
