Applied Natural Language Processing with Python, Beysolow II
Автор: Goyal Название: Deep Learning for Natural Language Processing ISBN: 148423684X ISBN-13(EAN): 9781484236840 Издательство: Springer Рейтинг: Цена: 9083.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Discover the concepts of deep learning used for natural language processing (NLP), with full-fledged examples of neural network models such as recurrent neural networks, long short-term memory networks, and sequence-2-sequence models.
You’ll start by covering the mathematical prerequisites and the fundamentals of deep learning and NLP with practical examples. The first three chapters of the book cover the basics of NLP, starting with word-vector representation before moving onto advanced algorithms. The final chapters focus entirely on implementation, and deal with sophisticated architectures such as RNN, LSTM, and Seq2seq, using Python tools: TensorFlow, and Keras. Deep Learning for Natural Language Processing follows a progressive approach and combines all the knowledge you have gained to build a question-answer chatbot system.
This book is a good starting point for people who want to get started in deep learning for NLP. All the code presented in the book will be available in the form of IPython notebooks and scripts, which allow you to try out the examples and extend them in interesting ways.
What You Will Learn
Gain the fundamentals of deep learning and its mathematical prerequisitesDiscover deep learning frameworks in Python Develop a chatbot Implement a research paper on sentiment classification
Who This Book Is For
Software developers who are curious to try out deep learning with NLP.
Автор: Aarne Ranta; Bengt Nordstr?m Название: Advances in Natural Language Processing ISBN: 3540852867 ISBN-13(EAN): 9783540852865 Издательство: Springer Рейтинг: Цена: 11878.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constitutes the refereed proceedings of the 6th International Conference on Natural Language Processing, GoTAL 2008, Gothenburg, Sweden, August 2008. This work covers papers that address various issues in computational linguistics and monolingual and multilingual intelligent language processing - theory, methods and applications.
Автор: Anne Kao; Steve R. Poteet Название: Natural Language Processing and Text Mining ISBN: 1849965587 ISBN-13(EAN): 9781849965583 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Natural Language Processing and Text Mining not only discusses applications of Natural Language Processing techniques to certain Text Mining tasks, but also the converse, the use of Text Mining to assist NLP.
Описание: Constitutes the thoroughly refereed proceedings of the 22nd International Conference on Computer Processing of Oriental Languages, ICCPOL 2009, held in Hong Kong, in March 2009. This title includes papers that address a variety of topics in natural language processing and its applications.
Автор: Thiago A.S. Pardo; Ant?nio Branco; Aldebaro Klauta Название: Computational Processing of the Portuguese Language ISBN: 3642123198 ISBN-13(EAN): 9783642123191 Издательство: Springer Рейтинг: Цена: 9781.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constitutes the refereed proceedings of the 8th International Workshop on Computational Processing of the Portuguese Language, PROPOR 2010, held in Portp Alegre, Brazil, in April 2010. This book presents the papers that are organized in topical sections on information handling, text processing, language processing, language resources, and more.
Автор: S. S. Agrawal; Amita Devi; Ritika Wason; Poonam Ba Название: Speech and Language Processing for Human-Machine Communications ISBN: 9811066256 ISBN-13(EAN): 9789811066252 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume comprises the select proceedings of the annual convention of the Computer Society of India. The volumes cover diverse topics ranging from communications networks to big data analytics, and from system architecture to cyber security.
Автор: Pierre M. Nugues Название: An Introduction to Language Processing with Perl and Prolog ISBN: 3642064051 ISBN-13(EAN): 9783642064050 Издательство: Springer Рейтинг: Цена: 12577.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book teaches the principles of natural language processing and covers linguistics issues. A key feature of the book is the author`s hands-on approach throughout, with extensive exercises, sample code in Prolog and Perl, and a detailed introduction to Prolog.
Автор: Denys Duchier; Yannick Parmentier Название: Constraint Solving and Language Processing ISBN: 3642415776 ISBN-13(EAN): 9783642415777 Издательство: Springer Рейтинг: Цена: 6429.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The Constraint Solving and Language Processing (CSLP) workshop considers the role of constraints in the representation of language and the implementation of language processing applications. Constraints are widely used in linguistics, computer science, and psychology.
Описание: This book concerns non-linguistic knowledge required to perform computational natural language understanding (NLU). The main objective of the book is to show that inference-based NLU has the potential for practical large scale applications.
Автор: David D. McDonald; Leonard Bolc Название: Natural Language Generation Systems ISBN: 1461283744 ISBN-13(EAN): 9781461283744 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Natural language generation is a field within artificial intelligence which looks ahead to the future when machines will communicate complex thoughts to their human users in a natural way.
Автор: Frery Alejandro C Название: Introduction to Image Processing Using R ISBN: 1447149491 ISBN-13(EAN): 9781447149491 Издательство: Springer Рейтинг: Цена: 5589.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book introduces the statistical software R to the image processing community in an intuitive and practical manner. Those who are new to the field of image processing and to R software will find this work a useful introduction.
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