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Translation Engines: Techniques For Machine Translation

Translation Engines: Techniques For Machine Translation


Machine translation (MT) is the area of computer science and applied linguistics dealing with the translation of human languages -- a topic of rapid growth with the advent of the Internet. This book discusses the main techniques in MT and Machine Aided Translation (MAT), with full programs exemplifying all major concepts. It contains linguistic and computational background chapters as well as the complete software code and the discussion of practical uses. The material will be valuable to applications developers and computer professionals wishing to incorporate multilingual and translation capabilities into their software.
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Translation Engines: Techniques for Machine Translation

Translation Engines: Techniques for Machine Translation


Machine translation (MT) is the area of computer science and applied linguistics dealing with the translation of human languages such as English and German. MT on the Internet has become an important tool by providing fast, economical and useful translations. With globalisation and expanding trade, demand for translation is set to grow. Translation Engines covers theoretical and practical aspects of MT, both classic and new, including: - Character sets and formatting languages - Translation memory - Linguistic and computational foundations - Basic computational linguistic techniques - Transfer and interlingua MT - Evaluation Software accompanies the text, providing readers with hands on experience of the main algorithms.
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Readings in Machine Translation

Readings in Machine Translation


The field of machine translation (MT) -- the automation of translation between human languages -- has existed for more than fifty years. MT helped to usher in the field of computational linguistics and has influenced methods and applications in knowledge representation, information theory, and mathematical statistics.This valuable resource offers the most historically significant English-language articles on MT. The book is organized in three sections. The historical section contains articles from MT's beginnings through the late 1960s. The second section, on theoretical and methodological issues, covers sublanguage and controlled input, the role of humans in machine-aided translation, the impact of certain linguistic approaches, the transfer versus interlingua question, and the representation of meaning and knowledge. The third section, on system design, covers knowledge-based, statistical, and example-based approaches to multilevel analysis and representation, as well as computational issues.
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Machine Translation: Its Scope And Limits

Machine Translation: Its Scope And Limits


Machine Translation (MT) is both an engineering technology and a measure of all things to do with languages and computers--whenever a new theory of language or linguistics is offered, an important criteria for its success is whether or not it will improve machine translation. This book presents a history of machine translation (MT) from the point of view of a major writer and innovator in the subject. It describes and contrasts a range of approaches to the challenges and problems of this remarkable technology by means of a combination of historic papers along with commentaries to update their significance, both at the time of their writing and now. This volume chronicles the evolution of conflicting approaches to MT towards a somewhat skeptical consensus on future progress. Also included is a discussion of the most recent developments in the field and prospects for the future, which have been much changed by the arrival of the World Wide Web.
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Learning Machine Translation (Neural Information Processing series)

Learning Machine Translation (Neural Information Processing series)


The Internet gives us access to a wealth of information in languages we don't understand. The investigation of automated or semi-automated approaches to translation has become a thriving research field with enormous commercial potential. This volume investigates how Machine Learning techniques can improve Statistical Machine Translation, currently at the forefront of research in the field. The book looks first at enabling technologies--technologies that solve problems that are not Machine Translation proper but are linked closely to the development of a Machine Translation system. These include the acquisition of bilingual sentence-aligned data from comparable corpora, automatic construction of multilingual name dictionaries, and word alignment. The book then presents new or improved statistical Machine Translation techniques, including a discriminative training framework for leveraging syntactic information, the use of semi-supervised and kernel-based learning methods, and the combination of multiple Machine Translation outputs in order to improve overall translation quality.ContributorsSrinivas Bangalore, Nicola Cancedda, Josep M. Crego, Marc Dymetman, Jakob Elming, George Foster, Jesús Giménez, Cyril Goutte, Nizar Habash, Gholamreza Haffari, Patrick Haffner, Hitoshi Isahara, Stephan Kanthak, Alexandre Klementiev, Gregor Leusch, Pierre Mahé, Lluís Màrquez, Evgeny Matusov, I. Dan Melamed, Ion Muslea, Hermann Ney, Bruno Pouliquen, Dan Roth, Anoop Sarkar, John Shawe-Taylor, Ralf Steinberger, Joseph Turian, Nicola Ueffing, Masao Utiyama, Zhuoran Wang, Benjamin Wellington, Kenji Yamada
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Learning Machine Translation (Neural Information Processing series)

Learning Machine Translation (Neural Information Processing series)


The Internet gives us access to a wealth of information in languages we don't understand. The investigation of automated or semi-automated approaches to translation has become a thriving research field with enormous commercial potential. This volume investigates how Machine Learning techniques can improve Statistical Machine Translation, currently at the forefront of research in the field. The book looks first at enabling technologies--technologies that solve problems that are not Machine Translation proper but are linked closely to the development of a Machine Translation system. These include the acquisition of bilingual sentence-aligned data from comparable corpora, automatic construction of multilingual name dictionaries, and word alignment. The book then presents new or improved statistical Machine Translation techniques, including a discriminative training framework for leveraging syntactic information, the use of semi-supervised and kernel-based learning methods, and the combination of multiple Machine Translation outputs in order to improve overall translation quality.ContributorsSrinivas Bangalore, Nicola Cancedda, Josep M. Crego, Marc Dymetman, Jakob Elming, George Foster, Jesús Giménez, Cyril Goutte, Nizar Habash, Gholamreza Haffari, Patrick Haffner, Hitoshi Isahara, Stephan Kanthak, Alexandre Klementiev, Gregor Leusch, Pierre Mahé, Lluís Màrquez, Evgeny Matusov, I. Dan Melamed, Ion Muslea, Hermann Ney, Bruno Pouliquen, Dan Roth, Anoop Sarkar, John Shawe-Taylor, Ralf Steinberger, Joseph Turian, Nicola Ueffing, Masao Utiyama, Zhuoran Wang, Benjamin Wellington, Kenji Yamada
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Machine Translation: Its Scope and Limits

Machine Translation: Its Scope and Limits


A history of machine translation (MT) from the point of view of a major writer and innovator in the field is the subject of this book. It details the deep differences between rival groups on how best to do MT, and presents a global perspective covering historical and contemporary systems in Europe, the US and Japan. The author considers MT as a fundamental part of Artificial Intelligence and the ultimate test-bed for all computational linguistics.
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Statistical Machine Translation

Statistical Machine Translation


This introductory text to statistical machine translation (SMT) provides all of the theories and methods needed to build a statistical machine translator, such as Google Language Tools and Babelfish. In general, statistical techniques allow automatic translation systems to be built quickly for any language-pair using only translated texts and generic software. With increasing globalization, statistical machine translation will be central to communication and commerce. Based on courses and tutorials, and classroom-tested globally, it is ideal for instruction or self-study, for advanced undergraduates and graduate students in computer science and/or computational linguistics, and researchers in natural language processing. The companion website provides open-source corpora and tool-kits.
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Statistical Machine Translation

Statistical Machine Translation


This introductory text to statistical machine translation (SMT) provides all of the theories and methods needed to build a statistical machine translator, such as Google Language Tools and Babelfish. In general, statistical techniques allow automatic translation systems to be built quickly for any language-pair using only translated texts and generic software. With increasing globalization, statistical machine translation will be central to communication and commerce. Based on courses and tutorials, and classroom-tested globally, it is ideal for instruction or self-study, for advanced undergraduates and graduate students in computer science and/or computational linguistics, and researchers in natural language processing. The companion website provides open-source corpora and tool-kits.
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Machine Translation: Its Scope and Limits

Machine Translation: Its Scope and Limits


A history of machine translation (MT) from the point of view of a major writer and innovator in the field is the subject of this book. It details the deep differences between rival groups on how best to do MT, and presents a global perspective covering historical and contemporary systems in Europe, the US and Japan. The author considers MT as a fundamental part of Artificial Intelligence and the ultimate test-bed for all computational linguistics.
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Machine Translation: Its Scope and Limits

Machine Translation: Its Scope and Limits


A history of machine translation (MT) from the point of view of a major writer and innovator in the field is the subject of this book. It details the deep differences between rival groups on how best to do MT, and presents a global perspective covering historical and contemporary systems in Europe, the US and Japan. The author considers MT as a fundamental part of Artificial Intelligence and the ultimate test-bed for all computational linguistics.
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Computers In Translation: A Practical Appraisal

Computers In Translation: A Practical Appraisal


For forty years researchers have been attempting to develop systems that would emulate the human translation process. Because natural language makes this such a daunting challenge, machine translation has failed to penetrate the worldwide translation market to any appreciable extent. John Newton places machine translation in its true perspective and fully deals with its current limitations. Computers in Translation is a comprehensive guide to the practical issues surrounding machine translation and computer-based translation tools. Translators, system designers, system operators, and researchers, present the facts about machine translation: its history, its successes, its limitations, and its potential. Three chapters deal with actual machine translation applications, discussing installations including the METEO system used in Canada to translate weather forecasts and weather reports, and the system used in the Foreign Technology Division of the U.S. Air Force. As a guide forno
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Statistical Machine Translation - Philipp Koehn (hardcover)

Statistical Machine Translation - Philipp Koehn (hardcover)


This introductory text to statistical machine translation (SMT) provides all of the theories and methods needed to build a statistical machine translator, such as Google Language Tools and Babelfish. In general, statistical techniques allow automatic translation systems to be built quickly for any language-pair using only translated texts and generic software. With increasing globalization, statistical machine translation will be central to communication and commerce. Based on courses and tutorials, and classroom-tested globally, it is ideal for instruction or self-study, for advanced undergraduates and graduate students in computer science and/or computational linguistics, and researchers in natural language processing. The companion website provides open-source corpora and tool-kits.
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Hand-Held Visions: The Uses of Community Media (Media Studies, 5)

Hand-Held Visions: The Uses of Community Media (Media Studies, 5)


For almost forty years, DeeDee Halleck has been involved in a variety of projects that involve media making by non-professionals.Her goal has been to develop a critical sense of the potential and limitations of mediated communication through practical exercises that generate a sense of both individual and non-hierarchical group power over the various apparati of media and electronic technology. Hand-Held Visions is a collection of essays, presentations, and lectures that she has written throughout this process. Halleck starts with a discussion of her own development as a teacher, producer, and an active participant in the struggle for media democracy. She gives the reader a historical first-person perspective on the community-based media movement and a sense of the determination and resolve that have enabled often fragile and much embattled organizations and individuals to survive in a climate dominated by global media corporations that are in direct opposition to their work.
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Lives in Translation

Lives in Translation


Being bilingual. What does it mean? Living in two languages, between two languages, or in the overlap of two languages? What is it like to write in a language that is not the language in which you were raised? To create in words other than those of your earliest memories, so far from the words of home and childhood and origin? To speak and write in a language other than the one which you once believed held the seamless connection between words and things? Do you constantly translate yourself, constantly switch, shift, alternate, not just vocabulary and syntax but consciousness and feelings? In a series of original essays, writers reflect on questions of identity, of choice, and of the difficult search for self and place. Products of the post-war global realities in which they have matured, they interrogate the individual, they explore the intimate experience, they ponder the strange itineraries that have led them from a childhood in one language to a writing life in another. Authors include Anita Desai, Eva Hoffman, Ariel Dorfman, Sylvia Molloy, Yoko Tawada, Shirley Geok-Lin Lim, Anton Shammas, Assia Djebar.
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The Hand That First Held Mine

The Hand That First Held Mine


Lexie Sinclair is plotting an extraordinary life for herself. Hedged in by her parents' genteel country life, she plans her escape to London. There, she takes up with Innes Kent, a magazine editor who wears duck-egg blue ties and introduces her to the thrilling, underground world of bohemian, post-war Soho. She learns to be a reporter, to know art and artists, to embrace her life fully and with a deep love at the center of it. She creates many lives--all of them unconventional. And when she finds herself pregnant, she doesn't hesitate to have the baby on her own terms. Later, in present-day London, a young painter named Elina dizzily navigates the first weeks of motherhood. She doesn't recognize herself: she finds herself walking outside with no shoes; she goes to the restaurant for lunch at nine in the morning; she can't recall the small matter of giving birth. But for her boyfriend, Ted, fatherhood is calling up lost memories, with images he cannot place. As Ted's memories become more disconcerting and more frequent, it seems that something might connect these two stories-- these two women-- something that becomes all the more heartbreaking and beautiful as they all hurtle toward its revelation. The Hand That First Held Mine is a spellbinding novel of two women connected across fifty years by art, love, betrayals, secrets, and motherhood. Like her acclaimed The Vanishing Act of Esme Lennox, it is a "breathtaking, heart-breaking creation."*And it is a gorgeous inquiry into the ways we make and unmake our lives, who we know ourselves to be, and how even our most accidental legacies connect us. *The Washington Post Book World
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Readings in Machine Translation (Acl-Mit Press Series in Natural Language Processing)

Readings in Machine Translation (Acl-Mit Press Series in Natural Language Processing)


The field of machine translation (MT) -- the automation of translation between human languages -- has existed for more than fifty years. MT helped to usher in the field of computational linguistics and has influenced methods and applications in knowledge representation, information theory, and mathematical statistics.This valuable resource offers the most historically significant English-language articles on MT. The book is organized in three sections. The historical section contains articles from MT's beginnings through the late 1960s. The second section, on theoretical and methodological issues, covers sublanguage and controlled input, the role of humans in machine-aided translation, the impact of certain linguistic approaches, the transfer versus interlingua question, and the representation of meaning and knowledge. The third section, on system design, covers knowledge-based, statistical, and example-based approaches to multilevel analysis and representation, as well as computational issues.
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The Hand That First Held Mine

The Hand That First Held Mine


Lexie Sinclair yearns for more than her parents' genteel country life. She makes her way to the city, where she meets a magazine editor, Innes, a man unlike any she has ever imagined. He introduces her to the thrilling world of bohemian postwar London, and Lexie learns to become a reporter, to know art and artists, to live fully, unconventionally, and with deep love. And when she finds herself pregnant by a man wholly unsuitable for marriage or fatherhood, she doesn't hesitate a minute to have the baby on her own. Later, in present-day London, a young painter named Elina dizzily navigates the first weeks of motherhood. Her boyfriend, Ted, traumatized by nearly losing her in labor, begins to recover lost memories. At first he cannot place them, but as they emerge, we discover something heartbreaking and beautiful that connects these two stories. A stunning portrait of motherhood and the artist's life in all their terror and glory, Maggie O'Farrell's newest novel is a gorgeous inquiry into the ways we make and unmake our lives, who we know ourselves to be, and how even our most accidental legacies connect us.
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The Hand That First Held Mine

The Hand That First Held Mine


From the best-selling author of The Vanishing of Esme Lennox comes a spellbinding novel that shows there are no accidents, in life and in love.   Frustrated with her parents' genteel country life, Lexie Sinclair plans her escape to London. There, she takes up with Innes Kent, a magazine editor who introduces her to the thrilling, underground world of bohemian, postwar Soho. She learns to be a reporter, comes to know art and artists, and embraces her freedom fully. So when she finds herself pregnant, she doesn't hesitate to have the baby on her own. Later, in present-day London, a young painter named Elina dizzily navigates the first weeks of motherhood and finds she can't remember giving birth, while her boyfriend Ted is flooded with memories and images he cannot place. As their stories unfold—moving in time and changing voice chapter by chapter—a connection between the three of them takes shape that drives the novel towards a tremendous revelation. Praised by The Washington Post as a “breathtaking, heart-breaking creation,” The Hand That First Held Mine is a gorgeous and tenderly wrought story about the ways in which love and beauty bind us together.
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The Hand That First Held Mine

The Hand That First Held Mine


From the best-selling author of The Vanishing of Esme Lennox comes a spellbinding novel that shows there are no accidents, in life and in love.   Frustrated with her parents' genteel country life, Lexie Sinclair plans her escape to London. There, she takes up with Innes Kent, a magazine editor who introduces her to the thrilling, underground world of bohemian, postwar Soho. She learns to be a reporter, comes to know art and artists, and embraces her freedom fully. So when she finds herself pregnant, she doesn't hesitate to have the baby on her own. Later, in present-day London, a young painter named Elina dizzily navigates the first weeks of motherhood and finds she can't remember giving birth, while her boyfriend Ted is flooded with memories and images he cannot place. As their stories unfold—moving in time and changing voice chapter by chapter—a connection between the three of them takes shape that drives the novel towards a tremendous revelation. Praised by The Washington Post as a “breathtaking, heart-breaking creation,” The Hand That First Held Mine is a gorgeous and tenderly wrought story about the ways in which love and beauty bind us together.
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