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Natural Language Processing in Artificial Intelligence—NLPinAI 2020

2021-03-25 Technology & Engineering
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Release : 2021-03-25
Genre : Technology & Engineering
Kind : eBook
Book Rating : 875/5 ( reviews)

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Book Synopsis Natural Language Processing in Artificial Intelligence—NLPinAI 2020 by : Roussanka Loukanova

Download or read book Natural Language Processing in Artificial Intelligence—NLPinAI 2020 written by Roussanka Loukanova. This book was released on 2021-03-25. Available in PDF, EPUB and Kindle. Book excerpt: This book covers theoretical work, applications, approaches, and techniques for computational models of information and its presentation by language (artificial, human, or natural in other ways). Computational and technological developments that incorporate natural language are proliferating. Adequate coverage encounters difficult problems related to ambiguities and dependency on context and agents (humans or computational systems). The goal is to promote computational systems of intelligent natural language processing and related models of computation, language, thought, mental states, reasoning, and other cognitive processes.

Natural Language Processing in Artificial Intelligence

2020-11-01 Science
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Release : 2020-11-01
Genre : Science
Kind : eBook
Book Rating : 315/5 ( reviews)

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Book Synopsis Natural Language Processing in Artificial Intelligence by : Brojo Kishore Mishra

Download or read book Natural Language Processing in Artificial Intelligence written by Brojo Kishore Mishra. This book was released on 2020-11-01. Available in PDF, EPUB and Kindle. Book excerpt: This volume focuses on natural language processing, artificial intelligence, and allied areas. Natural language processing enables communication between people and computers and automatic translation to facilitate easy interaction with others around the world. This book discusses theoretical work and advanced applications, approaches, and techniques for computational models of information and how it is presented by language (artificial, human, or natural) in other ways. It looks at intelligent natural language processing and related models of thought, mental states, reasoning, and other cognitive processes. It explores the difficult problems and challenges related to partiality, underspecification, and context-dependency, which are signature features of information in nature and natural languages. Key features: Addresses the functional frameworks and workflow that are trending in NLP and AI Looks at the latest technologies and the major challenges, issues, and advances in NLP and AI Explores an intelligent field monitoring and automated system through AI with NLP and its implications for the real world Discusses data acquisition and presents a real-time case study with illustrations related to data-intensive technologies in AI and NLP.

Deep Learning in Natural Language Processing

2018-05-23 Computers
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Release : 2018-05-23
Genre : Computers
Kind : eBook
Book Rating : 093/5 ( reviews)

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Book Synopsis Deep Learning in Natural Language Processing by : Li Deng

Download or read book Deep Learning in Natural Language Processing written by Li Deng. This book was released on 2018-05-23. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, deep learning has fundamentally changed the landscapes of a number of areas in artificial intelligence, including speech, vision, natural language, robotics, and game playing. In particular, the striking success of deep learning in a wide variety of natural language processing (NLP) applications has served as a benchmark for the advances in one of the most important tasks in artificial intelligence. This book reviews the state of the art of deep learning research and its successful applications to major NLP tasks, including speech recognition and understanding, dialogue systems, lexical analysis, parsing, knowledge graphs, machine translation, question answering, sentiment analysis, social computing, and natural language generation from images. Outlining and analyzing various research frontiers of NLP in the deep learning era, it features self-contained, comprehensive chapters written by leading researchers in the field. A glossary of technical terms and commonly used acronyms in the intersection of deep learning and NLP is also provided. The book appeals to advanced undergraduate and graduate students, post-doctoral researchers, lecturers and industrial researchers, as well as anyone interested in deep learning and natural language processing.

Natural Language Processing in Artificial Intelligence — NLPinAI 2021

2021-11-01 Technology & Engineering
Download Natural Language Processing in Artificial Intelligence — NLPinAI 2021 PDF Online Free

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Release : 2021-11-01
Genre : Technology & Engineering
Kind : eBook
Book Rating : 386/5 ( reviews)

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Book Synopsis Natural Language Processing in Artificial Intelligence — NLPinAI 2021 by : Roussanka Loukanova

Download or read book Natural Language Processing in Artificial Intelligence — NLPinAI 2021 written by Roussanka Loukanova. This book was released on 2021-11-01. Available in PDF, EPUB and Kindle. Book excerpt: The book covers theoretical work, approaches, applications, and techniques for computational models of information, language, and reasoning. Computational and technological developments that incorporate natural language are proliferating. Adequate coverage of natural language processing in artificial intelligence encounters problems on developments of specialized computational approaches and algorithms. Many difficulties are due to ambiguities in natural language and dependency of interpretations on contexts and agents. Classical approaches proceed with relevant updates, and new developments emerge in theories of formal and natural languages, computational models of information and reasoning, and related computerized applications. Its focus is on computational processing of human language and relevant medium languages, which can be theoretically formal, or for programming and specification of computational systems. The goal is to promote intelligent natural language processing, along with models of computation, language, reasoning, and other cognitive processes.

Natural Language Processing

2023-12-16 Computers
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Release : 2023-12-16
Genre : Computers
Kind : eBook
Book Rating : 991/5 ( reviews)

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Book Synopsis Natural Language Processing by : Raymond S. T. Lee

Download or read book Natural Language Processing written by Raymond S. T. Lee. This book was released on 2023-12-16. Available in PDF, EPUB and Kindle. Book excerpt: This textbook presents an up-to-date and comprehensive overview of Natural Language Processing (NLP), from basic concepts to core algorithms and key applications. Further, it contains seven step-by-step NLP workshops (total length: 14 hours) offering hands-on practice with essential Python tools like NLTK, spaCy, TensorFlow Kera, Transformer and BERT. The objective of this book is to provide readers with a fundamental grasp of NLP and its core technologies, and to enable them to build their own NLP applications (e.g. Chatbot systems) using Python-based NLP tools. It is both a textbook and NLP tool-book intended for the following readers: undergraduate students from various disciplines who want to learn NLP; lecturers and tutors who want to teach courses or tutorials for undergraduate/graduate students on NLP and related AI topics; and readers with various backgrounds who want to learn NLP, and more importantly, to build workable NLP applications after completing its 14 hours of Python-based workshops.

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