Recent Advances in NLP: The Case of Arabic Language, Mohamed Abd Elaziz; Mohammed A. A. Al-qaness; Ahme
Автор: Iryna Gurevych; Jungi Kim; Nicoletta Calzolari Название: The People`s Web Meets NLP ISBN: 3642350844 ISBN-13(EAN): 9783642350849 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book examines the challenges to the research field brought about by the emergence of collaboratively constructed language resources (CCLR), such as Wikipedia and Wiktionary. It offers a comprehensive overview of the significant work in CCLRs and NLP.
Автор: Uday Kamath; John Liu; James Whitaker Название: Deep Learning for NLP and Speech Recognition ISBN: 3030145956 ISBN-13(EAN): 9783030145958 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This textbook explains Deep Learning Architecture, with applications to various NLP Tasks, including Document Classification, Machine Translation, Language Modeling, and Speech Recognition. With the widespread adoption of deep learning, natural language processing (NLP),and speech applications in many areas (including Finance, Healthcare, and Government) there is a growing need for one comprehensive resource that maps deep learning techniques to NLP and speech and provides insights into using the tools and libraries for real-world applications. Deep Learning for NLP and Speech Recognition explains recent deep learning methods applicable to NLP and speech, provides state-of-the-art approaches, and offers real-world case studies with code to provide hands-on experience.
Many books focus on deep learning theory or deep learning for NLP-specific tasks while others are cookbooks for tools and libraries, but the constant flux of new algorithms, tools, frameworks, and libraries in a rapidly evolving landscape means that there are few available texts that offer the material in this book.
The book is organized into three parts, aligning to different groups of readers and their expertise. The three parts are:
Machine Learning, NLP, and Speech IntroductionThe first part has three chapters that introduce readers to the fields of NLP, speech recognition, deep learning and machine learning with basic theory and hands-on case studies using Python-based tools and libraries. Deep Learning BasicsThe five chapters in the second part introduce deep learning and various topics that are crucial for speech and text processing, including word embeddings, convolutional neural networks, recurrent neural networks and speech recognition basics. Theory, practical tips, state-of-the-art methods, experimentations and analysis in using the methods discussed in theory on real-world tasks. Advanced Deep Learning Techniques for Text and Speech
The third part has five chapters that discuss the latest and cutting-edge research in the areas of deep learning that intersect with NLP and speech. Topics including attention mechanisms, memory augmented networks, transfer learning, multi-task learning, domain adaptation, reinforcement learning, and end-to-end deep learning for speech recognition are covered using case studies.
Автор: Thanaruk Theeramunkong; Rachada Kongkachandra; Mah Название: Advances in Intelligent Informatics, Smart Technology and Natural Language Processing ISBN: 3319947028 ISBN-13(EAN): 9783319947020 Издательство: Springer Рейтинг: Цена: 149060.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the refereed proceedings of the 13th Joint International Symposium on Artificial Intelligence and Natural Language Processing, iSAI-NLP2017, held in Prachuap Khiri Khan, Thailand, in August 2017, and the 10th International Conference on Knowledge, Information and Creativity Support Systems, KICSS2015, held in Phuket, Thailand, in November 2015. It presents 22 carefully reviewed full papers on the following topics: artificial intelligence; machine learning; decision support systems; data mining; data analysis; natural language processing; multilingual processing; language and ontology unification; text classification; knowledge-based information systems; tracking systems; virtual reality; pattern recognition and image processing; signal classification; object detection and recognition; real-time sensor network; cloud-based services; and information security.
Автор: Juan Luis Navarro Mesa; Alfonso Ortega; Ant?nio Te Название: Advances in Speech and Language Technologies for Iberian Languages ISBN: 3319136224 ISBN-13(EAN): 9783319136226 Издательство: Springer Рейтинг: Цена: 52170.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the refereed proceedings of the IberSPEECH 2014 Conference, held in Las Palmas de Gran Canaria, Spain, in November 19-21, 2014. The papers are organized in topical sections on speech production, analysis, coding and synthesis; speech of language technologies in different application fields.
Название: Natural Language Processing with Spark Nlp: Learning to Understand Text at Scale ISBN: 1492047767 ISBN-13(EAN): 9781492047766 Издательство: Wiley Рейтинг: Цена: 67570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: If you want to build an enterprise-quality application that uses natural language text but aren`t sure where to begin or what tools to use, this practical guide will help get you started.
Автор: Luis Mart?nez; Rosa M. Rodriguez; Francisco Herrer Название: The 2-tuple Linguistic Model ISBN: 3319796658 ISBN-13(EAN): 9783319796659 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Поставка под заказ.
Автор: Dimitris N. Christodoulakis Название: Natural Language Processing - NLP 2000 ISBN: 3540676058 ISBN-13(EAN): 9783540676058 Издательство: Springer Рейтинг: Цена: 81050.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This volume constitutes the refereed proceedings of the Second International Conference on Natural Language Processing, NLP 2000. Topics covered include: tokenization and morphological analysis; lexical knowledge representation; parsing and discourse analysis; and anaphora resolution.
Автор: Chutima Boonthum-Denecke, Philip M. McCarthy, Travis A. Lamkin Название: Cross-Disciplinary Advances in Applied Natural Language Processing: Issues and Approaches ISBN: 1613504470 ISBN-13(EAN): 9781613504475 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 189420.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Applied Natural Language Processing (ANLP) is interested in not only the creation of natural language processing approaches (i.e., tools, systems, algorithms, models, theories, and techniques), but it is also (and, arguably, more specifically) interested in how those approaches stack up against new problems, issues, identified knowledge gaps, or created data sets. Cross-Disciplinary Advances in Applied Natural Language Processing: Issues and Approaches defines the role of ANLP within NLP, and alongside other disciplines such as linguistics, computer science, and cognitive science. The description also includes the categorization of current ANLP research, and examples of current research in ANLP. This book is a useful reference for teachers, students, and materials developers in fields spanning linguistics, computer science, and cognitive science.
Автор: Aarne Ranta; Bengt Nordstr?m Название: Advances in Natural Language Processing ISBN: 3540852867 ISBN-13(EAN): 9783540852865 Издательство: Springer Рейтинг: Цена: 79190.00 T 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: Alberto Abad; Alfonso Ortega; Ant?nio Teixeira; C Название: Advances in Speech and Language Technologies for Iberian Languages ISBN: 3319491687 ISBN-13(EAN): 9783319491684 Издательство: Springer Рейтинг: Цена: 54040.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the refereed proceedings of the IberSPEECH 2016 Conference, held in Lisbon, Portugal, in November 2016. The 27 papers presented were carefully reviewed and selected from 48 submissions.
The selected articles in this volume are organized into four different topics:
Speech Production, Analysis, Coding and Synthesis;Automatic Speech Recognition;Paralinguistic Speaker Trait Characterization;Speech and Language Technologies in Different Application Fields
Автор: Thanaruk Theeramunkong; Rachada Kongkachandra; The Название: Advances in Natural Language Processing, Intelligent Informatics and Smart Technology ISBN: 3319700154 ISBN-13(EAN): 9783319700151 Издательство: Springer Рейтинг: Цена: 158380.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the thoroughly refereed proceedings of the Eleventh International Symposium on Natural Language Processing (SNLP-2016), held in Phranakhon Si Ayutthaya, Thailand on February 10-12, 2016.
Автор: Jos? Luis Vicedo; Particio Mart?nez-Barco; Rafael Название: Advances in Natural Language Processing ISBN: 3540234985 ISBN-13(EAN): 9783540234982 Издательство: Springer Рейтинг: Цена: 97820.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: EsTAL - Espana for Natural Language Processing - continued on from the three previous conferences: FracTAL, held at the Universit e de Franch-Comt e, Besan, con (France) in December 1997, VexTAL, held at Venice International University, Ca Foscari (Italy), in November 1999, and PorTAL, held at the U- versidade do Algarve, Faro (Portugal), in June 2002. The main goals of these conferences have been: (i) to bring together the international NLP community; (ii) to strengthen the position of local NLP research in the international NLP community; and (iii) to provide a forum for discussion of new research and - plications. EsTAL contributed to achieving these goals and increasing the already high international standing of these conferences, largely due to its Program Comm- tee, composedofrenownedresearchersinthe?eldofnaturallanguageprocessing and its applications. This clearly contributed to the signi?cant number of papers submitted (72) by researchers from (18) di?erent countries. The scope of the conference was structured around the following main topics: (i)computational linguistics research (spoken and written language analysis and generation; pragmatics, discourse, semantics, syntax and morphology; lexical - sources; word sense disambiguation; linguistic, mathematical, and psychological models of language; knowledge acquisition and representation; corpus-based and statistical language modelling; machine translation and translation aids; com- tationallexicography), and(ii)monolingualandmultilingualintelligentlanguage processing and applications (information retrieval, extraction and question - swering; automatic summarization; document categorization; natural language interfaces; dialogue systems and evaluation of systems).
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