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Machine Translation

Translation Memory

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Hi Alexander, Dinara, all,
Thank you very much for all your hard work, it was a really long, complex and demanding test effort.
We are really grateful for your constructive approach and continued support!

Best regards,


Translation Memory and Computer Assisted Translation Software

Computer assisted translation applications, or CAT tools for short, are computer applications that automate routine translation operations, and therefore make time for a translator’s intellectual work. Unlike  machine translation, which limits human involvement to loading a dictionary and editing the resulting text, the translation process with the use of CAT tools is constantly and entirely controlled by the translator.

By automating routine operations, CAT applications reduce the volume of manual labor involved in a translation project, thus speeding up the process and minimizing the cost. Automation tools help avoid the need to re-translate identical or similar text fragments that had already been translated and stored in the so-called translation memory (TM, for short.) Translating a frequently-occurring text segment once causes the CAT application to insert the translation automatically the next time it occurs. CAT tools accumulate bilingual pairs of source and target text in the TM. Work with texts from the same subject area causes the TM to grow, which, in turn, speeds up the translation process.

Operating Principles of Modern CAT Tools

Consider the operation of a CAT application that uses translation memory.

  • The application splits the source text into segments – usually sentences or sentence fragments – and the translator types the translation of each segment directly under the source text or, if the text appears as a bilingual table, in the right-hand column.

    память переводов

  • Segment translation is saved alongside the original text. The translator’s name and translation date are also stored, which is essential in team projects. Any segment can be recalled at any time to review or edit the  translation.
  • The application stores the segment in translation memory, so the next time it occurs in the source text, the translation will automatically be inserted from the TM. CAT tools also come with a fuzzy match search feature: they detect segments that partly match previously translated segments (for example, 75% matches) and display them to prompt the translator.

Many CAT tools support integration with terminology bases, which enables an automatic search and insertion of glossary term translations. Sometimes, this is accomplished through the use of add-on modules or applications such as Multiterm for Trados.

Besides integration with translation memory and glossaries, modern CAT tools also support translation quality check modules, handle metadata (html markup tags and other tag formats), and perform other helpful functions.

Most CAT applications allow for the verification of spelling with the use of either built-in tools or the connectible spellcheck module of MS Word. Most mainstream CAT tools come with text alignment modules that segment parallel texts into source and target segments and generate translation memory on their basis.

Files of the most common text editors and layout and publishing tools (Office files, RTF, HTML, etc.) can be converted into formats supported by CAT tools. For convenience, almost all CAT applications group translation files, TM bases, and glossaries into separate projects.

Advantages of Using CAT Tools

The benefits of CAT applications are hard to exaggerate. They both speed up the translation process and make it cheaper. A constantly growing TM base ensures consistent terminology and style, thus enhancing the quality of the resulting text. Translation quality is further enhanced by integration with glossaries, while many CAT applications also incorporate formal quality check tools which show whether the translation conforms to the glossary and whether the recurring segments have been translated consistently.

Using translation memory and CAT tools is essentially the only way to ensure translation consistency in large translation projects relying on a team of translators and editors.

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