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Computer-assisted translation

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description: Computer-assisted translation (CAT), also called "computer-aided translation," "machine-aided human translation" (MAHT) and "interactive translation," is a form of translation wherein a human translat ...
Computer-assisted translation (CAT), also called "computer-aided translation," "machine-aided human translation" (MAHT) and "interactive translation," is a form of translation wherein a human translator creates a target text with the assistance of a computer program. The machine supports a human translator.
Computer-assisted translation can include standard dictionary and grammar software. The term, however, normally refers to a range of specialized programs available to the translator, including translation-memory, terminology-management, concordance, and alignment programs.
These tools speed up and facilitate human translation, but they do not provide translation. That is a function of tools known broadly as machine translation.
As presently software technologh goes more advanced than before, Computer-assisted translation has been improving to be relatively closer to translations done by human brain in terms of accuracy and logic. Online Translation provided by the Google company is a typical good expample of this. This technology can help a person to understand a paragraph of the original text which he/she doesn't understand in means of typing the original text and selecting the desired target language and then translation is done immediately. However, in most cases the translation is not understood or well understood due to lack of logic and mis-translation of some special words or expressions. In general this technolgoy is an important advance of Computer-assisted translation, but it is still far behind of the brain of a human translator.
Machine translation
Main article: Machine translation


Claude Piron
Machine translation (MT) is a process whereby a computer program analyzes a source text and, in principle, produces a target text without human intervention. In reality, however, machine translation typically does involve human intervention, in the form of pre-editing and post-editing.[43]
With proper terminology work, with preparation of the source text for machine translation (pre-editing), and with reworking of the machine translation by a human translator (post-editing), commercial machine-translation tools can produce useful results, especially if the machine-translation system is integrated with a translation-memory or globalization-management system.[44]
Unedited machine translation is publicly available through tools on the Internet such as Google Translate, Babel Fish, Babylon, and StarDict. These produce rough translations that, under favorable circumstances, "give the gist" of the source text.
With the Internet, translation software can help non-native-speaking individuals understand web pages published in other languages. Whole-page-translation tools are of limited utility, however, since they offer only a limited potential understanding of the original author's intent and context; translated pages tend to be more humorous and confusing than enlightening.
Interactive translations with pop-up windows are becoming more popular. These tools show one or more possible equivalents for each word or phrase. Human operators merely need to select the likeliest equivalent as the mouse glides over the foreign-language text. Possible equivalents can be grouped by pronunciation.
Also, companies such as Ectaco produce pocket devices that provide machine translations.
Relying exclusively on unedited machine translation, however, ignores the fact that communication in human language is context-embedded and that it takes a person to comprehend the context of the original text with a reasonable degree of probability. It is certainly true that even purely human-generated translations are prone to error; therefore, to ensure that a machine-generated translation will be useful to a human being and that publishable-quality translation is achieved, such translations must be reviewed and edited by a human.[45]
Claude Piron writes that machine translation, at its best, automates the easier part of a translator's job; the harder and more time-consuming part usually involves doing extensive research to resolve ambiguities in the source text, which the grammatical and lexical exigencies of the target language require to be resolved.[46] Such research is a necessary prelude to the pre-editing necessary in order to provide input for machine-translation software, such that the output will not be meaningless.[43]
Literary translation
Translation of literary works (novels, short stories, plays, poems, etc.) is considered a literary pursuit in its own right. For example, notable in Canadian literature specifically as translators are figures such as Sheila Fischman, Robert Dickson and Linda Gaboriau, and the Governor General's Awards annually present prizes for the best English-to-French and French-to-English literary translations.
Other writers, among many who have made a name for themselves as literary translators, include Vasily Zhukovsky, Tadeusz Boy-Żeleński, Vladimir Nabokov, Jorge Luis Borges, Robert Stiller and Haruki Murakami.
History
The first important translation in the West was that of the Septuagint, a collection of Jewish Scriptures translated into early Koine Greek in Alexandria between the 3rd and 1st centuries BCE. The dispersed Jews had forgotten their ancestral language and needed Greek versions (translations) of their Scriptures.[47]
Throughout the Middle Ages, Latin was the lingua franca of the western learned world. The 9th-century Alfred the Great, king of Wessex in England, was far ahead of his time in commissioning vernacular Anglo-Saxon translations of Bede's Ecclesiastical History and Boethius' Consolation of Philosophy. Meanwhile the Christian Church frowned on even partial adaptations of St. Jerome's Vulgate of ca. 384 CE,[48] the standard Latin Bible.
In Asia, the spread of Buddhism led to large-scale ongoing translation efforts spanning well over a thousand years. The Tangut Empire was especially efficient in such efforts; exploiting the then newly invented block printing, and with the full support of the government (contemporary sources describe the Emperor and his mother personally contributing to the translation effort, alongside sages of various nationalities), the Tanguts took mere decades to translate volumes that had taken the Chinese centuries to render.[citation needed]
The Arabs undertook large-scale efforts at translation. Having conquered the Greek world, they made Arabic versions of its philosophical and scientific works. During the Middle Ages, translations of some of these Arabic versions were made into Latin, chiefly at Córdoba in Spain.[49] Latin translations of Greek and original Arab works of scholarship and science helped advance European Scholasticism, and thus European science and culture.


Geoffrey Chaucer
The broad historic trends in Western translation practice may be illustrated on the example of translation into the English language.
The first fine translations into English were made in the 14th century by Geoffrey Chaucer, who adapted from the Italian of Giovanni Boccaccio in his own Knight's Tale and Troilus and Criseyde; began a translation of the French-language Roman de la Rose; and completed a translation of Boethius from the Latin. Chaucer founded an English poetic tradition on adaptations and translations from those earlier-established literary languages.[49]
The first great English translation was the Wycliffe Bible (ca. 1382), which showed the weaknesses of an underdeveloped English prose. Only at the end of the 15th century did the great age of English prose translation begin with Thomas Malory's Le Morte Darthur—an adaptation of Arthurian romances so free that it can, in fact, hardly be called a true translation. The first great Tudor translations are, accordingly, the Tyndale New Testament (1525), which influenced the Authorized Version (1611), and Lord Berners' version of Jean Froissart's Chronicles (1523–25).[49]


Marsilio Ficino
Meanwhile, in Renaissance Italy, a new period in the history of translation had opened in Florence with the arrival, at the court of Cosimo de' Medici, of the Byzantine scholar Georgius Gemistus Pletho shortly before the fall of Constantinople to the Turks (1453). A Latin translation of Plato's works was undertaken by Marsilio Ficino. This and Erasmus' Latin edition of the New Testament led to a new attitude to translation. For the first time, readers demanded rigor of rendering, as philosophical and religious beliefs depended on the exact words of Plato, Aristotle and Jesus.[49]
Non-scholarly literature, however, continued to rely on adaptation. France's Pléiade, England's Tudor poets, and the Elizabethan translators adapted themes by Horace, Ovid, Petrarch and modern Latin writers, forming a new poetic style on those models. The English poets and translators sought to supply a new public, created by the rise of a middle class and the development of printing, with works such as the original authors would have written, had they been writing in England in that day.[49]


Edward FitzGerald
The Elizabethan period of translation saw considerable progress beyond mere paraphrase toward an ideal of stylistic equivalence, but even to the end of this period, which actually reached to the middle of the 17th century, there was no concern for verbal accuracy.[50]
In the second half of the 17th century, the poet John Dryden sought to make Virgil speak "in words such as he would probably have written if he were living and an Englishman". Dryden, however, discerned no need to emulate the Roman poet's subtlety and concision. Similarly, Homer suffered from Alexander Pope's endeavor to reduce the Greek poet's "wild paradise" to order.[50]


Benjamin Jowett
Throughout the 18th century, the watchword of translators was ease of reading. Whatever they did not understand in a text, or thought might bore readers, they omitted. They cheerfully assumed that their own style of expression was the best, and that texts should be made to conform to it in translation. For scholarship they cared no more than had their predecessors, and they did not shrink from making translations from translations in third languages, or from languages that they hardly knew, or—as in the case of James Macpherson's "translations" of Ossian—from texts that were actually of the "translator's" own composition.[50]
The 19th century brought new standards of accuracy and style. In regard to accuracy, observes J.M. Cohen, the policy became "the text, the whole text, and nothing but the text", except for any bawdy passages and the addition of copious explanatory footnotes.[51] In regard to style, the Victorians' aim, achieved through far-reaching metaphrase (literality) or pseudo-metaphrase, was to constantly remind readers that they were reading a foreign classic. An exception was the outstanding translation in this period, Edward FitzGerald's Rubaiyat of Omar Khayyam (1859), which achieved its Oriental flavor largely by using Persian names and discreet Biblical echoes and actually drew little of its material from the Persian original.[50]
In advance of the 20th century, a new pattern was set in 1871 by Benjamin Jowett, who translated Plato into simple, straightforward language. Jowett's example was not followed, however, until well into the new century, when accuracy rather than style became the principal criterion.[50]
Modern translation
As languages change, texts in an earlier version of a language – either original texts or old translations – may be difficult for more modern readers to understand. Texts may thus be translated into more modern language, called a modern translation (sometimes modern English translation or modernized translation).
This is particularly done either for literature from classical languages (such as Latin or Greek), most prominently the Bible (see Modern English Bible translations), or for literature from an earlier stage of the same language, such as the works of William Shakespeare (which is largely understandable to a modern audience, but presents some difficulties), or The Canterbury Tales of Geoffrey Chaucer (which is not generally understandable to modern readers). Modern translation is applicable to any language with a long literary history; for example in Japanese, The Tale of Genji (11th century) is generally read in modern translation – see Genji: modern readership.
Modern translation often involves literary scholarship and textual revisions, as there is frequently not a single canonical text. This is particularly noteworthy in the case of the Bible and Shakespeare, where modern scholarship can result in significant changes to the text.
Modern translation meets with opposition from some traditionalists; in English this is most significant in some people preferring the Authorized King James Version of the Bible to modern translations, and to reading Shakespeare in the original (c. 1600) text, rather than in modern translation.
An opposite process is found in translating modern literature into classical language, particularly for the goal of extensive reading – see List of Latin translations of modern literature for examples.
Poetry


Douglas Hofstadter
Poetry presents special challenges to translators, given the importance of a text's formal aspects, in addition to its content. In his influential 1959 paper "On Linguistic Aspects of Translation", the Russian-born linguist and semiotician Roman Jakobson went so far as to declare that "poetry by definition [is] untranslatable".
In 1974 the American poet James Merrill wrote a poem, "Lost in Translation", which in part explores this idea. The question was also discussed in Douglas Hofstadter's 1997 book, Le Ton beau de Marot; he argues that a good translation of a poem must convey as much as possible of not only its literal meaning but also its form and structure (meter, rhyme or alliteration scheme, etc.).[52]
Sung texts


Catherine Winkworth
Translation of a text that is sung in vocal music for the purpose of singing in another language — sometimes called "singing translation" — is closely linked to translation of poetry because most vocal music, at least in the Western tradition, is set to verse, especially verse in regular patterns with rhyme. (Since the late 19th century, musical setting of prose and free verse has also been practiced in some art music, though popular music tends to remain conservative in its retention of stanzaic forms with or without refrains.) A rudimentary example of translating poetry for singing is church hymns, such as the German chorales translated into English by Catherine Winkworth.[53]
Translation of sung texts is generally much more restrictive than translation of poetry, because in the former there is little or no freedom to choose between a versified translation and a translation that dispenses with verse structure. One might modify or omit rhyme in a singing translation, but the assignment of syllables to specific notes in the original musical setting places great challenges on the translator. There is the option in prose sung texts, less so in verse, of adding or deleting a syllable here and there by subdividing or combining notes, respectively, but even with prose the process is almost like strict verse translation because of the need to stick as closely as possible to the original prosody of the sung melodic line.
Other considerations in writing a singing translation include repetition of words and phrases, the placement of rests and/or punctuation, the quality of vowels sung on high notes, and rhythmic features of the vocal line that may be more natural to the original language than to the target language. A sung translation may be considerably or completely different from the original, thus resulting in a contrafactum.
Translations of sung texts — whether of the above type meant to be sung or of a more or less literal type meant to be read — are also used as aids to audiences, singers and conductors, when a work is being sung in a language not known to them. The most familiar types are translations presented as subtitles or surtitles projected during opera performances, those inserted into concert programs, and those that accompany commercial audio CDs of vocal music. In addition, professional and amateur singers often sing works in languages they do not know (or do not know well), and translations are then used to enable them to understand the meaning of the words they are singing.
Religious texts
Further information: Bible translations and Translation of the Qur'an


Saint Jerome, patron saint of translators and encyclopedists


Mistranslation: horned Moses, by Michelangelo
An important role in history has been played by translation of religious texts. Buddhist monks who translated the Indian sutras into Chinese often skewed their translations to better reflect China's distinct culture, emphasizing notions such as filial piety.
One of the first recorded instances of translation in the West was the rendering of the Old Testament into Greek in the 3rd century BCE. The translation is known as the "Septuagint", a name that refers to the seventy translators (seventy-two, in some versions) who were commissioned to translate the Bible at Alexandria, Egypt. Each translator worked in solitary confinement in his own cell, and according to legend all seventy versions proved identical. The Septuagint became the source text for later translations into many languages, including Latin, Coptic, Armenian and Georgian.
Still considered one of the greatest translators in history, for having rendered the Bible into Latin, is Jerome of Stridon, the patron saint of translation. For centuries the Roman Catholic Church used his translation (known as the Vulgate), though even this translation at first stirred controversy.
The period preceding, and contemporary with, the Protestant Reformation saw the translation of the Bible into local European languages — a development that contributed to Western Christianity's split into Roman Catholicism and Protestantism due to disparities between Catholic and Protestant versions of crucial words and passages (although the Protestant movement was largely based on other things, such as a perceived need for reformation of the Roman Catholic Church to eliminate corruption). Lasting effects on the religions, cultures and languages of their respective countries have been exerted by such Bible translations as Martin Luther's into German, Jakub Wujek's into Polish, and the King James Bible's translators' into English.
A famous "mistranslation" of the Bible is the rendering of the Hebrew word קֶרֶן (keren), which has several meanings, as "horn" in a context where it also means "beam of light". As a result, for centuries artists have depicted Moses the Lawgiver with horns growing out of his forehead; an example is Michelangelo's famous sculpture.

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