+971 4 269 9996

What is Example-Based Machine Translation?

What is Example-Based Machine Translation?

What is Example-Based Machine Translation?

Machine translation is all about providing a computer or a machine with the task of transferring from one natural language to another. You can see how this is done in many different ways. Among those different ways, Example-based machine translation has received a lot of positive attention in the recent past.

It is possible for you to discover many different variations in machine translations. Out of those variations, Example-based machine translation has received a lot of attention.

What is Example-based machine translation?

Example-based machine translation is the process where translation takes place by analogy. Here, the system responsible for translations is provided with a set of sentences within the source language. Then the corresponding translations in the target language are also provided to the system. They work as examples for translations. Along with that, the system will be able to keep an eye on the examples and proceed with getting translation work done at the end of the day. This is an effective method of translating text from one language to another. Hence, you are strongly encouraged to pay attention to it.

You can find numerous sub-variations in Example-based machine translation as well. Translation memory is one of the most prominent forms of Example-based machine translation available. This form of translation is available to you commercially.

When it comes to a translation memory, you will be able to see how the user keeps on translating text. The translated content will be added to the database by the same user. When the system comes across the same sentence during the translation process, an example loaded in the database will be used as a reference to move forward with the translation process. That’s the main reason why we say that Example-based machine translation is effective. It is translating from one sentence to another instead of the word to word. Therefore, the chances of translated content ending up with mistakes are relatively high.

How does Example-based machine translation work?

Now you have a basic understanding of the functionality of Example-based machine translation. While keeping that in mind, let’s deep dive and see how Example-based machine translation works.

In most of the instances, Example-based machine translation takes place on the parse tree. Or else, it will look for the most similar sentence in the database and make modifications to the translation based on the differences that exist. Along with that, there is a possibility to translate the source sentences in an effective manner.

In order to proceed with Example-based machine translation, it is important to have a massive volume of translated content. In other words, the database should be loaded with numerous parallel bilingual texts. These texts have been translated from experts. The experts don’t just have language proficiency. They are experts in both languages as well. Hence, it is possible to make sure that the database used for Example-based machine translation is solid, and it can deliver high-quality results at all times. 

Example-based machine translation is a process that is being used to decode knowledge out of bilingual texts. Here, the knowledge doesn’t seem to have any overt formal representation. It is not linked with any encoding scheme as well. Instead, you will notice that the knowledge is encoded in a straightforward manner with text coupling. The machine used for translation will take a piece of text, match it with a similar piece of text available within the database, and proceed with the translation.

Final words

One of the key objectives of Example-based machine translation is to proceed with translation work based on the data provided as inputs to the system. Then there is a possibility to end up with quality results at the end of the day.

In other words, fragments of source, including phrases, words, and many other non-constituent chunks, are available. While using that, it is possible to come up with the best possible translated piece of content in the target language. In addition to that, there is a possibility to go ahead with a large scale translation based on the availability of information as well.

Along with improving technological developments such as artificial intelligence, we can see how the accuracy associated with Example-based machine translation is increasing along with time. Therefore, you can take a look at Example-based machine translation as a quick method to get content translated from one language to another.

This article first appeared on Harry Clark blog


Recent Articles about Translation  

Translating from an image File
Translating from an image File
Last Updated on October 21, 2020

Are you looking forward to translating an image? Then you must be looking for the most effective method to get the job done. Translating from an image is not the easiest thing that you can do. That’s because you will come across numerous challenges while you are trying to get the job done. However, you don’t need to worry too much because there is lots of help and support available. In the meantime, you can discover numerous methods that are available to end up with getting the translation job done as well.

We will share details about some of the best translation methods available to proceed with translating from an image file. It is up to you to go through these options and pick the best method based on your preferences. (more…)

Translating from a PDF File
Translating from a PDF File
Last Updated on October 14, 2020

Do you have a PDF document to be translated from one language to another? Then you might come across some challenges. That’s because PDF files are not designed to be edited. However, you don’t have to give up your hopes because there are some effective methods available to translate the PDF documents. From this article, we will share more details about the options available for you to proceed with translating form a PDF file. You can go through these options and make a decision to move forward. (more…)

Top localization mistakes to avoid
Top localization mistakes to avoid
Last Updated on October 7, 2020

The invention of personal computing and software in the 1970s is one of the earliest points in time where we can trace the origins of localization. Even though these developments took place in the United States, and English was the language chosen by default, businesses decided to expand internationally and take their products to new markets that demanded new languages. This created the need for developers to establish translation best practices, at the beginning trying to find linguists that would help with the translation of textual strings, and then into the joint effort known as the GILT (Globalization, Internationalization, Localization, and Translation) process. (more…)

Top Factors of a Quality Translation
Top Factors of a Quality Translation
Last Updated on September 30, 2020

Choosing a qualified and reputed translator will never be an easy thing to do. You will have to do your homework and make sure that you locate the right service provider, who can help you with getting the translation job done. This is where you will need to take a look at the top factors of a quality translation. Based on those factors, you can analyze the translation companies that offer services to you. Along with that, you will find it as an easy task to locate he best translation service as well.

Here is a list of top factors of a quality translation that you should always consider at the time of selecting a translation service. (more…)

The right steps to take to localize a video game
The right steps to take to localize a video game
Last Updated on September 23, 2020

Video games show substantial abilities to impact our daily lives and associations; for example, Games for Change advance the utilization of games for instruction and social activity and regularly include youngsters in the production of games they can use to communicate on significant issues and recent developments. Some clinical experts, for example, Doctor Kourosh Dini, likewise feel that “age fitting multi-player video games can permit youngsters to figure out how others think – a key part of sympathy. (more…)

Why are some languages expensive to translate?
Why are some languages expensive to translate?
Last Updated on September 16, 2020

The expression” language” is extracted from the Latin word language, which means tongue. Whereas demand to express one’s interests and emotions are innate, the potential to communicate with other people through language is master. The Accession of language gets started with the inceptive tears, groans, squeak, and heave of the neonate.

Languages are the basic element for any communication strategy. It is the formula for human communication. Languages can be different according to region, religion, and species. Languages depict the new thoughts, situations, and mind mapping of the person. (more…)

Why Film Translation is Very Challenging?
Why Film Translation is Very Challenging?
Last Updated on September 2, 2020

The best quality movies are often being translated from one language to another. That’s because people in all parts of the world are interested in enjoying such quality productions. In order to make a movie available to people in a different language, film translators will have to do a massive job. It is never an easy job to do be done. They come across numerous challenges while trying to get a movie translated from one language to another.

(more…)

Get The Best Translation Price