1.10.10

Importance of Parallel Text in Machine Translation

Modern machine translation systems learn from existing translations how to translate. translate.tilde.com also is such a system — a statistical machine translation system computing probabilities based on existing translations. Then, the probabilities of the translations are used in translating.
For a computer to be able to compute the probabilities of translations, we need the so-called parallel text, i.e., a text in one language with a corresponding translation in the other language; sentences of both texts should be aligned, i.e., we must know which sentence corresponds to which translation. The larger is the size of parallel texts available, the higher is the level of a machine translator you can train. Therefore, the parallel text is very significant in the development of machine translation.

As a result, globally today various projects and activities take place with the aim to collect as many as possible parallel texts for both improving the machine translation and increasing the productivity of human translators. Tilde is also involved in a number of such activities. They include research projects, development projects of new services, and just good initiatives. This time, I'll tell about one of such initiatives, next time — about research and other projects we are involved in.

Tilde in collaboration with other companies such as Adobe, Oracle, Sun, Intel, Microsoft, etc., is one of the founders of the international TAUS Data Association (TAUS DA). The organization was created with the aim to share parallel text resources among those who have large parallel text resources available to them. The TAUS DA database contains translations from different organizations, including companies, EU institutions, individual translators. And these translations are very useful both in increasing the productivity of translators and in improving the machine translation systems. Tilde, too, has made available a big part of translations done in Tilde, and now they are included in the TAUS DA database.

Currently, these are just the first steps of real application (for details, see: http://www.tausdata.org/index.php/visitor-center/use-cases). Tilde also together with Adobe took part in an experiment organized by the TAUS DA with the aim to find out whether it is possible to create a customized machine translation system over a very short period of time (24 h) based on the TAUS DA data that would assist in translating real software interface and documentation. The answer is: yes, within 24 hours you can create a machine translation system based on the TAUS DA data that provides good English–Latvian translations of Adobe texts.

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    1. Parallel text refers to a set of two or more texts that are written in different languages but convey the same meaning. These texts are an essential component of machine translation systems, as they allow machine learning algorithms to learn the relationships between different languages and the corresponding translations.

      Similarly, in the context of a plastic shop near me, having access to parallel texts can help customers to compare and evaluate different products and prices across different stores. For instance, if a customer is looking to purchase a particular plastic product, they can compare the price and quality of that product across multiple stores by accessing parallel texts, such as online product descriptions, reviews, and specifications. This can help customers to make more informed purchasing decisions and find the best value for their money.

      Moreover, parallel texts can also be useful for plastic shop owners who are looking to expand their business to new markets or regions. By analyzing parallel texts in different languages, shop owners can identify the specific needs and preferences of customers in different regions, and adjust their product offerings and marketing strategies accordingly. This can help them to attract more customers and grow their business.

      In conclusion, just as parallel texts are crucial for machine translation systems, they can also be an invaluable tool for both customers and Plastic Shop owners to make informed decisions and improve their businesses.

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