Introduction to Natural Language Processing

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Author :
Publisher : MIT Press
ISBN 13 : 0262042843
Total Pages : 535 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Introduction to Natural Language Processing by : Jacob Eisenstein

Download or read book Introduction to Natural Language Processing written by Jacob Eisenstein and published by MIT Press. This book was released on 2019-10-01 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques. This textbook provides a technical perspective on natural language processing—methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. The first section establishes a foundation in machine learning by building a set of tools that will be used throughout the book and applying them to word-based textual analysis. The second section introduces structured representations of language, including sequences, trees, and graphs. The third section explores different approaches to the representation and analysis of linguistic meaning, ranging from formal logic to neural word embeddings. The final section offers chapter-length treatments of three transformative applications of natural language processing: information extraction, machine translation, and text generation. End-of-chapter exercises include both paper-and-pencil analysis and software implementation. The text synthesizes and distills a broad and diverse research literature, linking contemporary machine learning techniques with the field's linguistic and computational foundations. It is suitable for use in advanced undergraduate and graduate-level courses and as a reference for software engineers and data scientists. Readers should have a background in computer programming and college-level mathematics. After mastering the material presented, students will have the technical skill to build and analyze novel natural language processing systems and to understand the latest research in the field.

Human Language Technologies – The Baltic Perspective

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Publisher : IOS Press
ISBN 13 : 1643681176
Total Pages : 280 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Human Language Technologies – The Baltic Perspective by : A. Utka

Download or read book Human Language Technologies – The Baltic Perspective written by A. Utka and published by IOS Press. This book was released on 2020-09-30 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human language technology is the study of the methods by which computer programs or electronic devices can analyze, produce, modify or respond to human texts and speech. It consists of natural language processing and computational linguistics on the one hand, and speech technology on the other. This book presents the proceedings of the 9th International Conference, Human Language Technologies – The Baltic Perspective (Baltic HLT 2020), organised in Kaunas, Lithuania on 22 and 23 September 2020. This biennial conference offers researchers a platform to share knowledge on recent advances in human language processing for the Baltic languages, as well as promoting interdisciplinary and international cooperation in human language-technology research within and beyond the Baltic States. In addition to the traditional topics of natural language processing and language technologies, this year’s conference featured a special session on resource and tool development for teaching and learning the less resourced Baltic languages. This year, 42 submissions were received, each of which was evaluated by two reviewers, resulting in a total of 34 papers being accepted for presentation and publication. The book is divided into four sections: speech and text analysis (9 papers); machine translation and natural understanding (6 papers); tools and resources (14 papers); and language learning resources (5 papers). Providing a fascinating overview of current research in the field from a primarily Baltic perspective, the book will be of interest to all those whose work involves human language technology.

Information and Communication Technology and Applications

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Publisher : Springer Nature
ISBN 13 : 3030691438
Total Pages : 746 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Information and Communication Technology and Applications by : Sanjay Misra

Download or read book Information and Communication Technology and Applications written by Sanjay Misra and published by Springer Nature. This book was released on 2021-02-13 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers from the Third International Conference on Information and Communication Technology and Applications, ICTA 2020, held in Minna, Nigeria, in November 2020. Due to the COVID-19 pandemic the conference was held online. The 67 full papers were carefully reviewed and selected from 234 submissions. The papers are organized in the topical sections on Artificial Intelligence, Big Data and Machine Learning; Information Security Privacy and Trust; Information Science and Technology.

Artificial Intelligence

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Publisher : Farrar, Straus and Giroux
ISBN 13 : 0374715238
Total Pages : 336 pages
Book Rating : 4.3/5 (747 download)

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Book Synopsis Artificial Intelligence by : Melanie Mitchell

Download or read book Artificial Intelligence written by Melanie Mitchell and published by Farrar, Straus and Giroux. This book was released on 2019-10-15 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Melanie Mitchell separates science fact from science fiction in this sweeping examination of the current state of AI and how it is remaking our world No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it. In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent—really—are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go. Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.

Human Technology

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Author :
Publisher : Healing Society
ISBN 13 : 9781932843125
Total Pages : 362 pages
Book Rating : 4.8/5 (431 download)

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Book Synopsis Human Technology by : Ilchi Lee

Download or read book Human Technology written by Ilchi Lee and published by Healing Society. This book was released on 2005 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ilchi Lee, author of Healing Society, presents a toolkit for self-reliance management of the core issues of life: health, sexuality, and life purpose. Meditation, breath-work, and Oriental healing arts are offered as self-reliant health management skills. A distinctive perspective on relationships and an inspirational guide to discover a passionate life purpose are featured. This book also includes a practical guide to optimize our life's master controller?the brain. In the name of comfort and security, we have created increasingly complex systems that demand our lives for their maintenance. Systems cannot answer life's most important questions?only you can. The ultimate goal of education, institutions, and expertise should be self-education. Only then will technology serve humanity rather than reign over us. Human Technology contains the principles and tools that can return us to self-mastery and the life well lived. Human Technology is a toolkit for living an authentic life.

The Routledge Handbook of Translation and Technology

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Publisher : Routledge
ISBN 13 : 1315311232
Total Pages : 644 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis The Routledge Handbook of Translation and Technology by : Minako O'Hagan

Download or read book The Routledge Handbook of Translation and Technology written by Minako O'Hagan and published by Routledge. This book was released on 2019-08-23 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Translation and Technology provides a comprehensive and accessible overview of the dynamically evolving relationship between translation and technology. Divided into five parts, with an editor's introduction, this volume presents the perspectives of users of translation technologies, and of researchers concerned with issues arising from the increasing interdependency between translation and technology. The chapters in this Handbook tackle the advent of technologization at both a technical and a philosophical level, based on industry practice and academic research. Containing over 30 authoritative, cutting-edge chapters, this is an essential reference and resource for those studying and researching translation and technology. The volume will also be valuable for translators, computational linguists and developers of translation tools.

Introduction to Translation and Interpreting Studies

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Publisher : John Wiley & Sons
ISBN 13 : 1119685273
Total Pages : 340 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Introduction to Translation and Interpreting Studies by : Aline Ferreira

Download or read book Introduction to Translation and Interpreting Studies written by Aline Ferreira and published by John Wiley & Sons. This book was released on 2022-09-27 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique and balanced combination of translation and interpreting studies, edited and written by leading voices in the fields In Introduction to Translation and Interpreting Studies, accomplished scholars Aline Ferreira and John W. Schwieter have brought together a detailed and comprehensive introductory-level textbook covering the essential aspects of translation and interpreting studies. Through chapters authored by leading voices in the field, this book covers topics of theoretical and conceptual relevance—such as the history of the development of the field and methods for understanding gender, society, and culture as aspects of the role of the interpreter—as well as critical topics in the application of theory to real world practice. Beginning with an authoritative treatment of the theoretical developments that have defined the field since the early 1970s, this textbook first describes the influential work of such figures as Jakobson, Holmes, and Toury, thus ensuring students develop a thorough understanding of the history and theoretical underpinnings of the fields of translation and interpreting studies. The text then begins to introduce grounded discussions of interpreting in specialized fields such as legal and healthcare interpreting and sign language translation. Learning is reinforced throughout the text through pedagogical features including reflection questions, highlighted key words, further readings, and chapter objectives. Instructors will also have access to companion website with PowerPoint slides and multiple-choice questions to support classroom application. Truly a unique work in translation and interpreting studies, this essential new textbook offers: A thorough introduction to the fields of translation and interpreting with discussion of applications to interdisciplinary topics Explorations of translation machines and technology, including their history and recent trends Practical discussions of culture, gender, and society in the context of translation and interpreting studies, as well as training and pedagogical issues in translation and interpreting A concise examination of translation process research and methods, including the mental processes and actions that people take while translating Complementary web materials including PowerPoint slides and practice questions Ideal for advanced undergraduate and graduate students in programs in such as linguistics, language studies, and communications, or for those who plan to work in translation and/or interpreting, Introduction to Translation and Interpreting Studies will earn a place in the libraries of anyone interested in a reader-friendly translation and interpreting resource.

New Advances in Translation Technology

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Author :
Publisher : Springer Nature
ISBN 13 : 9819729580
Total Pages : 282 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis New Advances in Translation Technology by : Yuhong Peng

Download or read book New Advances in Translation Technology written by Yuhong Peng and published by Springer Nature. This book was released on 2024 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: From using machine learning to shave seconds off translations, to using natural language processing for accurate real-time translation services, this book covers all the aspects. The world of translation technology is ever-evolving, making the task of staying up to date with the most advanced methods a daunting yet rewarding undertaking. That is why we have edited this bookto provide readers with an up-to-date guide to the new advances in translation technology. In this book, readers can expect to find a comprehensive overview of all the latest developments in the field of translation technology. Not only that, the authors dive into the exciting possibilities of artificial intelligence in translation, exploring its potential to revolutionize the way languages are translated and understood. The authors also explore aspects of the teaching of translation technology. Teaching translation technology to students is essential in ensuring the future of this field. With advances in technology such as machine learning, natural language processing, and artificial intelligence, it is important to equip students with the skills to keep up with the latest developments in the field. This book is the definitive guide to translation technology and all of its associated potential. With chapters written by leading translation technology experts and thought leaders, this book is an essential point of reference for anyone looking to understand the breathtaking potential of translation technology.

Machine Intelligence

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Publisher : CRC Press
ISBN 13 : 1000960315
Total Pages : 343 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Machine Intelligence by : Pethuru Raj

Download or read book Machine Intelligence written by Pethuru Raj and published by CRC Press. This book was released on 2023-10-03 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machines are being systematically empowered to be interactive and intelligent in their operations, offerings. and outputs. There are pioneering Artificial Intelligence (AI) technologies and tools. Machine and Deep Learning (ML/DL) algorithms, along with their enabling frameworks, libraries, and specialized accelerators, find particularly useful applications in computer and machine vision, human machine interfaces (HMIs), and intelligent machines. Machines that can see and perceive can bring forth deeper and decisive acceleration, automation, and augmentation capabilities to businesses as well as people in their everyday assignments. Machine vision is becoming a reality because of advancements in the computer vision and device instrumentation spaces. Machines are increasingly software-defined. That is, vision-enabling software and hardware modules are being embedded in new-generation machines to be self-, surroundings, and situation-aware. Machine Intelligence: Computer Vision and Natural Language Processing emphasizes computer vision and natural language processing as drivers of advances in machine intelligence. The book examines these technologies from the algorithmic level to the applications level. It also examines the integrative technologies enabling intelligent applications in business and industry. Features: Motion images object detection over voice using deep learning algorithms Ubiquitous computing and augmented reality in HCI Learning and reasoning in Artificial Intelligence Economic sustainability, mindfulness, and diversity in the age of artificial intelligence and machine learning Streaming analytics for healthcare and retail domains Covering established and emerging technologies in machine vision, the book focuses on recent and novel applications and discusses state-of-the-art technologies and tools.

A Human's Guide to Machine Intelligence

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Author :
Publisher : Penguin
ISBN 13 : 0525560904
Total Pages : 274 pages
Book Rating : 4.5/5 (255 download)

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Book Synopsis A Human's Guide to Machine Intelligence by : Kartik Hosanagar

Download or read book A Human's Guide to Machine Intelligence written by Kartik Hosanagar and published by Penguin. This book was released on 2020-03-10 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Wharton professor and tech entrepreneur examines how algorithms and artificial intelligence are starting to run every aspect of our lives, and how we can shape the way they impact us Through the technology embedded in almost every major tech platform and every web-enabled device, algorithms and the artificial intelligence that underlies them make a staggering number of everyday decisions for us, from what products we buy, to where we decide to eat, to how we consume our news, to whom we date, and how we find a job. We've even delegated life-and-death decisions to algorithms--decisions once made by doctors, pilots, and judges. In his new book, Kartik Hosanagar surveys the brave new world of algorithmic decision-making and reveals the potentially dangerous biases they can give rise to as they increasingly run our lives. He makes the compelling case that we need to arm ourselves with a better, deeper, more nuanced understanding of the phenomenon of algorithmic thinking. And he gives us a route in, pointing out that algorithms often think a lot like their creators--that is, like you and me. Hosanagar draws on his experiences designing algorithms professionally--as well as on history, computer science, and psychology--to explore how algorithms work and why they occasionally go rogue, what drives our trust in them, and the many ramifications of algorithmic decision-making. He examines episodes like Microsoft's chatbot Tay, which was designed to converse on social media like a teenage girl, but instead turned sexist and racist; the fatal accidents of self-driving cars; and even our own common, and often frustrating, experiences on services like Netflix and Amazon. A Human's Guide to Machine Intelligence is an entertaining and provocative look at one of the most important developments of our time and a practical user's guide to this first wave of practical artificial intelligence.

A Practical Handbook of Corpus Linguistics

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Publisher : Springer Nature
ISBN 13 : 3030462161
Total Pages : 686 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis A Practical Handbook of Corpus Linguistics by : Magali Paquot

Download or read book A Practical Handbook of Corpus Linguistics written by Magali Paquot and published by Springer Nature. This book was released on 2021-05-04 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is a comprehensive practical resource on corpus linguistics. It features a range of basic and advanced approaches, methods and techniques in corpus linguistics, from corpus compilation principles to quantitative data analyses. The Handbook is organized in six Parts. Parts I to III feature chapters that discuss key issues and the know-how related to various topics around corpus design, methods and corpus types. Parts IV-V aim to offer a user-friendly introduction to the quantitative analysis of corpus data: for each statistical technique discussed, chapters provide a practical guide with R and come with supplementary online material. Part VI focuses on how to write a corpus linguistic paper and how to meta-analyze corpus linguistic research. The volume can serve as a course book as well as for individual study. It will be an essential reading for students of corpus linguistics as well as experienced researchers who want to expand their knowledge of the field.

An Introduction to Communication and Artificial Intelligence

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Publisher : Polity
ISBN 13 : 9781509533169
Total Pages : 320 pages
Book Rating : 4.5/5 (331 download)

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Book Synopsis An Introduction to Communication and Artificial Intelligence by : David J. Gunkel

Download or read book An Introduction to Communication and Artificial Intelligence written by David J. Gunkel and published by Polity. This book was released on 2020-01-07 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Communication and artificial intelligence (AI) are closely related. It is communication – particularly interpersonal conversational interaction – that provides AI with its defining test case and experimental evidence. Likewise, recent developments in AI introduce new challenges and opportunities for communication studies. Technologies such as machine translation of human languages, spoken dialogue systems like Siri, algorithms capable of producing publishable journalistic content, and social robots are all designed to communicate with users in a human-like way. This timely and original textbook provides educators and students with a much-needed resource, connecting the dots between the science of AI and the discipline of communication studies. Clearly outlining the topic's scope, content and future, the text introduces key issues and debates, highlighting the importance and relevance of AI to communication studies. In lively and accessible prose, David Gunkel provides a new generation with the information, knowledge, and skills necessary to working and living in a world where social interaction is no longer restricted to humans. The first work of its kind, An Introduction to Communication and Artificial Intelligence is the go-to textbook for students and scholars getting to grips with this crucial interdisciplinary topic.

Human Language Technology. Challenges for Computer Science and Linguistics

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Author :
Publisher : Springer Nature
ISBN 13 : 3030665275
Total Pages : 361 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Human Language Technology. Challenges for Computer Science and Linguistics by : Zygmunt Vetulani

Download or read book Human Language Technology. Challenges for Computer Science and Linguistics written by Zygmunt Vetulani and published by Springer Nature. This book was released on 2020-12-30 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th Language and Technology Conference: Challenges for Computer Science and Linguistics, LTC 2017, held in Poznan, Poland, in November 2017. The 26 revised papers presented in this volume were carefully reviewed and selected from 97 submissions. The papers selected to this volume belong to various fields of: Language Resources, Tools and Evaluation, Less-Resourced-Languages, Speech Processing, Morphology, Computational Semantics, Machine Translation, and Information Retrieval and Information Extraction.

Natural Language Processing in Action

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Publisher : Simon and Schuster
ISBN 13 : 1638356890
Total Pages : 798 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Natural Language Processing in Action by : Hannes Hapke

Download or read book Natural Language Processing in Action written by Hannes Hapke and published by Simon and Schuster. This book was released on 2019-03-16 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Recent advances in deep learning empower applications to understand text and speech with extreme accuracy. The result? Chatbots that can imitate real people, meaningful resume-to-job matches, superb predictive search, and automatically generated document summaries—all at a low cost. New techniques, along with accessible tools like Keras and TensorFlow, make professional-quality NLP easier than ever before. About the Book Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions. What's inside Some sentences in this book were written by NLP! Can you guess which ones? Working with Keras, TensorFlow, gensim, and scikit-learn Rule-based and data-based NLP Scalable pipelines About the Reader This book requires a basic understanding of deep learning and intermediate Python skills. About the Author Hobson Lane, Cole Howard, and Hannes Max Hapke are experienced NLP engineers who use these techniques in production. Table of Contents PART 1 - WORDY MACHINES Packets of thought (NLP overview) Build your vocabulary (word tokenization) Math with words (TF-IDF vectors) Finding meaning in word counts (semantic analysis) PART 2 - DEEPER LEARNING (NEURAL NETWORKS) Baby steps with neural networks (perceptrons and backpropagation) Reasoning with word vectors (Word2vec) Getting words in order with convolutional neural networks (CNNs) Loopy (recurrent) neural networks (RNNs) Improving retention with long short-term memory networks Sequence-to-sequence models and attention PART 3 - GETTING REAL (REAL-WORLD NLP CHALLENGES) Information extraction (named entity extraction and question answering) Getting chatty (dialog engines) Scaling up (optimization, parallelization, and batch processing)

Natural Language Processing in Artificial Intelligence

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Author :
Publisher : CRC Press
ISBN 13 : 1000711315
Total Pages : 297 pages
Book Rating : 4.0/5 (7 download)

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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 and published by CRC Press. This book was released on 2020-11-01 with total page 297 pages. 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.

Human Compatible

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Author :
Publisher : Penguin Books
ISBN 13 : 0525558616
Total Pages : 354 pages
Book Rating : 4.5/5 (255 download)

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Book Synopsis Human Compatible by : Stuart Jonathan Russell

Download or read book Human Compatible written by Stuart Jonathan Russell and published by Penguin Books. This book was released on 2019 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: A leading artificial intelligence researcher lays out a new approach to AI that will enable people to coexist successfully with increasingly intelligent machines.

Speech & Language Processing

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Author :
Publisher : Pearson Education India
ISBN 13 : 9788131716724
Total Pages : 912 pages
Book Rating : 4.7/5 (167 download)

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Book Synopsis Speech & Language Processing by : Dan Jurafsky

Download or read book Speech & Language Processing written by Dan Jurafsky and published by Pearson Education India. This book was released on 2000-09 with total page 912 pages. Available in PDF, EPUB and Kindle. Book excerpt: