Download or read book Machine Translation Through Clausal Syntax written by Dan Lowe Wheeler and published by . This book was released on 2008 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Language pairs such as Chinese and English with largely differing word order have proved to be one of the greatest challenges in statistical machine translation. One reason is that such techniques usually work with sentences as flat strings of words, rather than explicitly attempting to parse any sort of hierarchical structural representation. Because even simple syntactic differences between languages can quickly lead to a universe of idiosyncratic surface level word reordering rules, many believe the near future of machine translation will lie heavily in syntactic modeling. The time to start may be now: advances in statistical parsing over the last decade have already started opening the door. Following the work of Cowan et al., I present a statistical tree-to-tree translation system for Chinese to English that formulates the translation step as a prediction of English clause structure from Chinese clause structure. Chinese sentences are segmented and parsed, split into clauses, and independently translated into English clauses using a discriminative feature based model. Clausal arguments, such as subject and object, are translated separately using an off-the-shelf phrase-based translator. By explicitly modeling syntax at a clausal level, but using a phrase-based (flat-sentence) method on local, reduced expressions, such as clausal arguments, I aim to address the current weakness in long-distance word reordering while still leveraging the excellent local translations that today's state of the art has to offer.
Download or read book Metataxis in Practice written by Dan Maxwell and published by Walter de Gruyter. This book was released on 2012-05-15 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Syntax based Statistical Machine Translation written by Philip Williams and published by Springer Nature. This book was released on 2022-05-31 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique book provides a comprehensive introduction to the most popular syntax-based statistical machine translation models, filling a gap in the current literature for researchers and developers in human language technologies. While phrase-based models have previously dominated the field, syntax-based approaches have proved a popular alternative, as they elegantly solve many of the shortcomings of phrase-based models. The heart of this book is a detailed introduction to decoding for syntax-based models. The book begins with an overview of synchronous-context free grammar (SCFG) and synchronous tree-substitution grammar (STSG) along with their associated statistical models. It also describes how three popular instantiations (Hiero, SAMT, and GHKM) are learned from parallel corpora. It introduces and details hypergraphs and associated general algorithms, as well as algorithms for decoding with both tree and string input. Special attention is given to efficiency, including search approximations such as beam search and cube pruning, data structures, and parsing algorithms. The book consistently highlights the strengths (and limitations) of syntax-based approaches, including their ability to generalize phrase-based translation units, their modeling of specific linguistic phenomena, and their function of structuring the search space.
Download or read book Metataxis in Practice written by Dan Maxwell and published by . This book was released on 1989 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Metataxis written by Klaus Schubert and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-10-08 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "Metataxis".
Download or read book From Syntax to Semantics written by Erich Steiner and published by Intellect Books. This book was released on 1988 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine translation is a central aspect of research in artifical intelligence. This book is written in the context of the Machine Translation (MT) project EUROTRA, a multi-lingual MT-project putting special emphasis on the definition of semantic representation.
Download or read book A Syntax Oriented Translator written by Peter Zilahy Ingerman and published by Academic Press. This book was released on 2014-05-12 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Syntax-Oriented Translator focuses on the field of programming and the characteristics and functions of compilers and translators. The book first offers information on the metasyntactic language and the details of a parsing processor. Discussions focus on processing, recovery, and output sections, detailed flow-chart of the parsing processor, parsing form of a grammar, canonical ordering, and the metasyntactic language in general. The text then elaborates on some extensions to the metasyntactic language and metasemantic and metapragmatic language, including punctuation marks and format control, metasemantic and metapragmatic functions, basic form of the construct, and substitution MSF. The publication examines the details of an unparsing processor, as well as lists used in unparsing, subroutines, and the unparsing processor itself. The book is a dependable source of information for home compiler-writers who are interested in the use of a syntax-oriented translator.
Download or read book Linguistic Issues in Machine Translation written by Frank Van Eydne and published by Bloomsbury Publishing. This book was released on 2015-12-17 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: The key assumption in this text is that machine translation is not merely a mechanical process but in fact requires a high level of linguistic sophistication, as the nuances of syntax, semantics and intonation cannot always be conveyed by modern technology. The increasing dependence on artificial communication by private and corporate users makes this research area an invaluable element when teaching linguistic theory.
Download or read book Translation Engines Techniques for Machine Translation written by Arturo Trujillo and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Lexicalising Clausal Syntax written by Tibor Laczkó and published by John Benjamins Publishing Company. This book was released on 2021-11-15 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents a new perspective on clausal syntax and its interactions with lexical and discourse function information by analysing Hungarian sentences. It also demonstrates ways in which grammar engineering implementations can provide insights into how complex linguistic processes interact. It analyses the most important phenomena in the preverbal domain of Hungarian finite declarative and wh-clauses: sentence structure, operators, verbal modifiers, negation and copula constructions. Based on the results of earlier generative linguistic research, it presents the fundamental empirical generalisations and offers a comparative critical assessment of the most salient analyses in a variety of generative linguistic models from its own perspective. It argues for a lexical approach to the relevant phenomena and develops the first comprehensive analysis in the theoretical framework of Lexical-Functional Grammar. It also reports the successful implementation of crucial aspects of this analysis in the computational linguistic platform of the theory, Xerox Linguistic Environment.
Download or read book Translation Brains and the Computer written by Bernard Scott and published by Springer. This book was released on 2018-06-06 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about machine translation (MT) and the classic problems associated with this language technology. It examines the causes of these problems and, for linguistic, rule-based systems, attributes the cause to language’s ambiguity and complexity and their interplay in logic-driven processes. For non-linguistic, data-driven systems, the book attributes translation shortcomings to the very lack of linguistics. It then proposes a demonstrable way to relieve these drawbacks in the shape of a working translation model (Logos Model) that has taken its inspiration from key assumptions about psycholinguistic and neurolinguistic function. The book suggests that this brain-based mechanism is effective precisely because it bridges both linguistically driven and data-driven methodologies. It shows how simulation of this cerebral mechanism has freed this one MT model from the all-important, classic problem of complexity when coping with the ambiguities of language. Logos Model accomplishes this by a data-driven process that does not sacrifice linguistic knowledge, but that, like the brain, integrates linguistics within a data-driven process. As a consequence, the book suggests that the brain-like mechanism embedded in this model has the potential to contribute to further advances in machine translation in all its technological instantiations.
Download or read book The Fundamentals of Human and Machine Translations written by Isaak Iosifovich Revzin and published by . This book was released on 1966 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Compositional Translation written by M.T. Rosetta and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an in-depth review of machine translation by discussing in detail a particular method, called compositional translation, and a particular system, Rosetta, which is based on this method. The Rosetta project is a unique combination of fundamental research and large-scale implementation. The book covers all scientifically interesting results of the project, highlighting the advantages of designing a translation system based on a relation between reversible compositional grammars. The power of the method is illustrated by presenting elegant solutions to a number of well-known translation problems. The most outstanding characteristic of the book is that it provides a firm linguistic foundation for machine translation. For this purpose insights from Montague Grammar are integrated with ideas developed within the Chomskyan tradition, in a computationally feasible framework. Great care has been taken to introduce the basic concepts of the underlying disciplines to the uninitiated reader, which makes the book accessible to a wide audience, including linguists, computer scientists, logicians and translators.
Download or read book Machine Translation of Languages written by William Nash Locke and published by . This book was released on 1955 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Automatic Translation of Languages written by Aldo Ghizzetti and published by Elsevier. This book was released on 2014-05-16 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic Translation of Languages is a collection of papers that discusses the various concerns in automatic language translation systems. The text first covers algebraic linguistics and machine translation, and then proceeds to tackling the main concepts in automatic translation of languages. Next, the selection deals with the equivalence of models of language used in the fields of mechanical translation and information retrieval. The text also discusses computational procedure in linguistic research. The next chapters detail syntax and syntactic integration. The book will be of great use to scientists and professionals who involved in the research and development of computerized language translation systems.
Download or read book Machine Translation written by John Lehrberger and published by John Benjamins Publishing. This book was released on 1988-01-01 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of the computer in translating natural languages ranges from that of a translator's aid for word processing and dictionary lookup to that of a full-fledged translator on its own. However the obstacles to translating by means of the computer are primarily linguistic. To overcome them it is necessary to resolve the ambiguities that pervade a natural language when words and sentences are viewed in isolation. The problem then is to formalize, in the computer, these aspects of natural language understanding. The authors show how, from a linguistic point of view, one may form some idea of what goes on inside a system's black box, given only the input (original text) and the raw output (translated text before post-editing). Many examples of English/French translation are used to illustrate the principles involved.
Download or read book Syntax Analysis in Machine Translation written by Dar-Cherng Duh and published by . This book was released on 1992 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt:
