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Machine translation




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Despite this, verbal translation is widely employed first of all at language level, i.e., when the lexical meaning of separate words is to be identified. A graphic example of verbal translation is presented in dictionaries which list the lexical meanings of thousands of separate words. Verbal translation is also employed for the sake of discriminat­ing the meanings of some words at the lessons, with the aim of identifying the meaning of the unknown words (when translating sen­tences or passages). The student like any other person eager to know the name of an object or action/quality of the object, etc., employs verbal translation too when asking: What is the English for сніп/ відлига? What is the English for нікчемна людина/нікчема, хвалити Бога? What is the Ukrainian for cranberry/mistletoe? etc.

3. Word-for-word translation is another method of rendering sense. It presents a consecutive verbal translation though at the level of word-groups and sentences. This way of translation is often em­ployed both consciously and subconsciously by students in the proc­ess of translating alien grammatical constructions/word forms. Some­times students at the initial stage of learning a foreign language may employ this way of translation even when dealing with seemingly com­mon phrases or sentences, which are structurally different from their equivalents in the native tongue. Usually the students employ word-for-word translation to convey the sense of word-groups or sentences which have a structural form, the order of words, and the means of connection quite different from those in the target language. To achieve faithfulness various grammatical transformations are to be performed in the process of translation and in the translationc itself word-for-word variants are to be corrected to avoid various grammatical violations made by the inexperienced students. Cf. You are right to begin with* ви маєте рацію, щоб почати з instead of Почнемо з того/припустимо, що ви маєте рацію/що ви праві.

3. The interlinear1 way/method of translating is a con­ventional term for a strictly faithful rendering of sense expressed by word-groups and sentences at the level of some text. The latter may be a passage, a stanza, an excerpt of a work or the work itself. The method of interlinear translation may be practically applied to all speech units(sentences, supersyntactic units, passages). Interlin­ear translation always provides a completely faithful conveying only of content, which is often achieved through various transformations

1 «Interlinear» (from Latin interlineare) i.e., written/printed between the lines.


of structure of many sense units. For example, the sentence Who took my book? admits only one word-for-word variant, namely: Хто взяв мою книжку?

In interlinear translation, however, the full content of this sen­tence can be faithfully rendered with the help of two and sometimes even three equivalent variants: У кого моя книжка? Хто брав/узяв мою книжку? The choice of any of the transformed variants is prede­termined by the aim of the translation, by the circumstances under which the translating/interpreting is performed or by the requirements of style (for example, in order to avoid the unnecessary repetition of the same form of expression/structure close to each other).

Interlinear translating is neither bound to nor in any way restricted by the particularities of word forms, by the word order or by the struc­tural form of the source language units, which are usually word-combi­nations or sentences in the passage/work under translation.

As can be seen, the Ukrainian variants of the English sentence above (Who took my book?) bear no traces of interference on the part of the English language with its rigid word order in each paradigmatic kind of sentences. Neither is there any peculiar English word-combination transplanted to the Ukrainian sentences, as it often occurs in word-for-word translations. Hence, various transformations in interlinear translations, like in literary translations, are inevitable and they are called forth by grammatical/structural, stylistic and other divergences in the source language and in the target language. This can be seen from the following examples: The student is being asked now студента зараз запитують. She said she would come вона казала, що прийде. It will have been done by then на той час / до того часу це буде зроблено. His having been decorated is unknown to me мені невідомо про його нагородження (що його нагородили).

Transformations are also inevitable when there exists no iden­tity in the form of expressing the same notion in the source language and in the target language: a trip коротка подорож; їздити на лижах to ski; to participate брати участь; овдовіти to become a widow/ widower, знесилитися to become/grow weak (feeble).

Very often transformations become also necessary in order to overcome divergences in the structural form of English syntaxemes which are predominantly analytical by their structural form, whereas their Ukrainian word-groups of the same meaning are mostly syn­thetic and analytico-synthetic by structure: books of my father знижки мого батька; Kyivstreet traffic regulations правила дорожнього руху


міста Києва; but: a task for next week завдання на наступний тиждень.1

Interlinear translating is widely practised at the intermediary and advanced stages of studying a foreign language. It is helpful when checking up the students' understanding of certain structurally peculiar English sense units in the passage under translation. Interlinear translations of literary works, when perfected by regular masters of the pen, may become good literary variants of the original. But interlinear translations do not convey the literary merits/artistic features and beauty of the original. While performing the interlinear translation the student tries to convey completely the content of a source language sentence, stanza or passage. He quite subconsciously analyses the passage, selects in the target language the necessary means of expression for the allomorphic and isomorphic phenomena/sense units unknown to him and only after this he performs the translation. The interlinear method of translating helps the student to obtain the necessary training in rendering the main aspects of the foreign language. Thus, he masters the means of expression pertained to the source/ target language. In the example below, taken from P.B.Shelley's poem The Masque of Anarchy, the interlinear translation conveys only the main content of the poetic stanza:

Men of England, Heirs of Glory, Люди Англії, спадкоємці слави,

Heroes of unwritten story, Герої (ще) не написаної історії,

Nurslings of one mighty mother, Сини однієї'могутньо)'матері-вітчизни,

Hopes of her and one another! її надії і надії кожного з вас!

From this interlinear translation the reader can obtain a fairly correct notion of what the poet wanted to say in the stanza as a whole. But this translation does not in any way reflect the artistic beauty of Shelley's poem, i.e., the variety of its tropes, the rhythm and the rhyme, the musical sounding of the original work. Despite all that it still ranks much higher than any word-for-word translation might ever be, as it faithfully conveys not only the meaning of all notional words but also the content of different sense units, which have no structural equivalents in Ukrainian. Due to this the method of interlin­ear translation is practically employed when rendering some passages or works for internal office use in scientific/research centres and

1 See more about transformations of the kind on pages 376-387 of this book.


laboratories, in trade and other organizations and by students in their translation practice; it acquires some features of literary translation.

4. Literary Translating represents the highest level of a trans­lator's activity. Any type of matter skilfully turned into the target lan­guage, especially by a regular master of the pen may acquire the faithfulness and the literary (or artistic) standard equal to that of the source language.

Depending on the type of the matter under translation, this method of performance may be either literary proper or literary artistic.

Literary artistic translation presents a faithful conveying of con­tent and of the artistic merits only of a fiction/belles-lettres passage or work. The latter may be either of a prose or a poetic genre (verse).

Literary proper translation is performed on any other than fic­tion/belles-lettres passages/works. These may include scientific or technical matter, didactic matter (different text-books), business cor­respondence, the language of documents, epistolary texts, etc. In short, any printed or recorded matter devoid of artistic merits (epi­thets, metaphors, etc.). But whether literary proper or literary artistic, this translation provides an equivalent rendering not only of complete content but also of the stylistic peculiarities of the passage/work and its artistic merits/beauty, as in belles-lettres style texts.

Literary translations are always performed in literary all-nation languages and with many transformations which help achieve the ease and beauty of the original composition. The number of phrases and sentences in a literary translation is never the same as in the source language passage/work, neither are the same means of expression or the number and quality of stylistic devices per paragraph/syntactic superstructure. All these transformations are made in order to achieve faithfulness in rendering content and expressiveness of the passage/ work under translation. Transformations are also used to convey the features of style and in still greater measure the genre peculiarities of the works/passages under translation.

Literary proper/literary artistic translation of a larger passage/ work often requires linguistic, historical and other inquiries in order to clarify the obscure places (historic events, notions of specific national lexicon, neologisms, archaisms, etc.). Sometimes even the title of a work may require a philologic or historic inquiry. So, «Слово о полку Ігоревім» in a verbal or word-for-word translation would be *A Word about Ihor's Regiment which does not in any way correspond to the real meaning of this title, since the author meant under «Слово» story,


tale, saga, song. The word полк did not mean the military unit of today's armies (regiment) but troop, host, army. Therefore, the mean­ing of полк would be in Ukrainian дружина and the whole title would sound in contemporary translation as The Tale of the Host of Ihor, which corresponds to the real meaning of the title (оповідь, повість, пісня про Ігореве військо, i.e. дружину). That is why there exist today different translations of the title of this brilliant work. Among them are the following: 1) The Tale of the Armament of Igor. Edited and translated by Leonard Magnus. Oxford University Press, 1915. 2) The Tale of Igor. Adapted by Helen de Verde. London, 1918.3) Prince Igor's Raid Against the Polovtsi. Translated by Paul Crath. Versified by Watson Kirkonnell. Saskatoon. Canada, 1947. 4) The Song of Igor's Campaign. Translated by Vladimir Nabokov. New York 1960. As can be seen, none of these titles conveys the meaning of the title fully, completely equivalents and faithfully, though some are close to it, especially that one suggested by Paul Crath (Prince Igor's Raid against the Polovtsi) and the V.Nabokov's variant The Song of Igor's Campaign.

In Soviet times this old Ukrainian literature masterpiece had an unchanged title The Lay of Igor's Host (suggested by a Georgian lin­guist). This translation does not differ greatly from the two mentioned above for «lay» is the Middle English poetic word for «song».

A similar approach aimed at a possibly fullest expression of the poetic content, i.e., flavour of the title can be seen in S.Garry's translation of M.Sholokhov's novel «Тихий Дон» sounding in English as rhythmic lines of a song - And Quiet Flows the Don or The Don Flows home to the Sea. The former title was used in the New York publication of the novel (1944) and the latter in its London publication that same year. It goes without saying that a verbal or word-for-word translation of the title as *The Quiet Don or *The Still Don would not convey the poetic flavour of the original title, which is strongly felt in its source language variant.

This poetic subtext of the Russian title is really expressed only in each of the two S.Garry's variants which could have been sug­gested by the translator only after a deep inquiry into the novel's content, into its main idea, and into the whole system of literary im­ages of Sholokhov's work (as with the work mentioned before). It is no less difficult to convey the meaning and functions of colloquial, conversational, dialectal and other kinds of lexical units often used by many authors in their belles-lettres works. To translate them faithfully,


one must consult reference books, dictionaries and often even the native speakers of the language, e.g.: dafosfer-dialectal for знавець/ фахівець; daisy- slang for something or somebody nice, beautiful, first-rate (першосортне); put up (adj.) is colloquial for задуманий зазделегідь; спланований; ab ovo- Latin for від самого початку (Горацій), букв, «від яйця». Constant inquiries of all kinds are also necessary to convey the expression side of the source language mat­ter. It becomes especially imperative in versification which is explained by the condensed nature of poetic works in which thoughts and ideas are often expressed through literary means. To achieve the necessary level of faithfulness the translator has to render fully the picturesqueness, the literary images, the rhythm and the rhyme (vocalic or consonantal), the beauty of sounding of the original poem, etc. An illustration of this may be D.Palamarchuk's versified translation of W.Shakespeare's sonet CXV:

Those lines that I before have write do lie, (10) Even those that said I could not love you dearer: (11) Yet then my judgement knew no reason why (10) My most full flame should afterwards burn clearer. (11) Збрехав мій вірш, колись тобі сказавши: (11) «Моїй любові нікуди рости». (10) Я думав - ріст її спинивсь назавше, (11) Найбільшої сягнувши висоти. (10)

The Ukrainian variant of the stanza reveals its almost complete identity with the original in the rhythmic and rhyme organization and in the number of syllables in each line. Though in the original their number alternates in reverse order (from 10 to 11) and in the translation - from 11 to 10. But this is in no way a rude violation, since the interchange takes place within the same stanza, though the translator could not fully reproduce the alternate (acbd) rhyme, which is feminine in the first (a) and third (c) lines and masculine in the second (b), and in the fourth (d) lines.

Most striking, however, are the syntactic alternations, there being no single line structurally similar to that of the original verse. All that becomes necessary because of the predominantly polysyllabic structure of Ukrainian words the number of which in the translation is only 19 as compared with 35 words in the source language. Besides, the Ukrainian stanza consists of notional words only, whereas in the original work there are also functionals (have, do, that, most, not, etc.). The notionals form the artistic images and ideas the number of


 




       
 
 
   

correct literary translation. Hence, the frequent violations of syntactic agreement and government between the parts of the sentence in machine translated texts. Neither can the machine translator select in its memory the correct order of words in word-combinations and sentences in the target language. As a result, any machine translation of present days needs a thorough proof reading and editing. Very often it takes no less time and effort and may be as tiresome as the usual hand-made translation of the same passage/work.1 A vivid illustration to the above-said may be the machine translated passage below. It was accomplished most recently in an electronic translation centre and reflects the latest achievement in this sphere of «mental» activity. The attentive student will not fail to notice in the italicized components of Ukrainian sentences several lexical, morphological and syntactic/ structural irregularities, which have naturally to be corrected in the process of the final elaboration of the passage by the editing translator. Compare the texts below and find the inexactitudes in all sentences of the Ukrainian translation.

1 Марчук Ю.Н. Проблему машинного перевода. - М.: Наука, 1983.

which is somewhat larger in English. Since it was next to impossible to overcome the «resistance» of the source language verse, some losses in translation became inevitable. They are the result of the existing divergences in the grammatical structure or in the means of expression in the two languages, first of all in the greater number of syllables in the same words in Ukrainian, which is a tangible obstacle for the translators of poetry. That is why in order to maintain the poetic metre of the lines in the original stanza above the translator had to transform them. As a result, the number of inevitable losses in versifications is always larger than in prose translations. Nevertheless, D.Palamarchuk's versification is considered to be highly faithful and artistic, because it conveys, in the main, the following aspects of this Shakespearian sonet: its content, partly its types of rhythm and rhyme, its artistic images and tropes, as well as its picturesqueness and the pragmatic orientation/toning of the original sonet, nothing to say about its main content.

Rendering of information from a foreign language with the help of electronic devices represents the latest development in modern translation practice. Due to the fundamental research in the systems of algorithms and in the establishment of lexical equivalence in differ­ent layers of lexicon, machine translating has made considerable progress in recent years. Nevertheless, its employment remains re­stricted in the main to scientific and technological information and to the sphere of lexicographic work. That is because machine transla­tion can be performed only on the basis of programmes elaborated by linguistically trained operators. Besides, preparing programmes for any matter is connected with great difficulties and takes much time, whereas the quality of translation is far from being always satisfactory even at the lexical level, i.e., at the level of words, which have direct equivalent lexemes in the target language. Considerably greater difficulties, which are insurmountable for machine translators, present morphological elements (endings, suffixes, prefixes, etc.). No smaller obstacles for machine translation are also syntactic units (word-combinations and sentences) with various means of connection between their components/parts. Besides, no present-day electronic devices performing translation possess the necessary lexical, grammatical and stylistic memory to provide the required standard of


 

1. Communications and the EC

2. Public relations and telecom­munications must work hand in handto enable Europe really to become one community. Martin Bangemann looks to the 21st century.

3. «Communications have been the driving force behind the creation and growth of global companies.»

4. The European Commission (EC) has expressed one vision for the future of Europe in its White Paper on Growth Com­petitiveness and Employment- the Challenges and Ways forward 'into the 21 st Century.

5. This document addresses the


 

1. Повідомлення і EC

2. Суспільна інформація] телекомунікація повинні працювати рука в руці, щоб дозволити Європу дійсно стати одною співдружністю. Мартін Бангеман дивиться до 21st століття.

3. «Комунікації були рушійна сила ззаду створення і ріст глобальних компаній».

4. Европейська Комісія (EC) висловила одне бачення на майбутній час Европи в Білій Книзі на ріст, конкуренто-здатності й Зайнятість Виклики і Шляхи Вперед у 21-го століття.

5. Цей документ адресує


 




 
 

facts that, in the last 20 years, the European economy's rate of growth has declinedirom 4% to 2,5 % per year; unemployment has steadily risen; the investment ratio has fallen by 5%; and Europe's competitive position in relation to USA and Japan has worsened in regard to employment, export market share, research and development innovation and development of new products.

факти, що в останні 20 років норма (розряд) Европейської економіки (економії) росту знизилося від 4% до 2,5% за рік; безробіття постійно зросла; інвестиційне відношення впало на 5%; і конкурентоздатне становище (позиція) Европи відносно США і Японії погіршувалося у відношенні за й нятості, експортної ринково)'частки, дослідження і нововведення розвитку і розвитку нових виробів.




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