Google's AI translation tool creates own secret language | Inquirer Technology

Google’s AI translation tool creates own secret language

/ 08:29 PM November 23, 2016

mahcine learning neural network

Google’s translation AI may have developed its own internal language in order to translate two languages without using English as a reference for definitions. Image INQUIRER.net Stock Photo

In September Google launched its new AI-powered language translation tool–the Neural Machine Translation system. After a little over a month of learning more languages to translate beyond Spanish, it appears to have created its own secret internal language.

google zero-shot translation

This image illustrates how the zero-shot translation process happens. The AI first learns how to translate Japanese to English, as well as Korean to English. Then it is made to translate Japanese to Korean and vice versa.  Image Google

TechCrunch reports that the discovery came about when Google researchers wondered if the AI could translate Japanese to Korean and vice versa without using the English language as a bridge. They call this “zero-shot translation.”

Article continues after this advertisement

To their surprise, the AI was able to produce reasonable translations for the two languages.

FEATURED STORIES

The question that comes to the researchers’ mind is, “Has the computer formed its own concept of shared meaning for words found in the two languages?” Google’s researchers believe that it has.

transcape

Here is a visual representation of the system’s memory when translating a single sentence into different languages.  Image Google

It’s difficult to determine exactly since the inner processes of neural networks are very hard to describe.

Article continues after this advertisement

Just as it is difficult to know exactly what is going on inside a neural network, so too is the implication of this discovery difficult to ascertain. However, the fact remains that this is conceptually very powerful.  Alfred Bayle

RELATED STORY: New Google machine translation uses neural network system

Your subscription could not be saved. Please try again.
Your subscription has been successful.

Subscribe to our daily newsletter

By providing an email address. I agree to the Terms of Use and acknowledge that I have read the Privacy Policy.

TOPICS: machine learning, machine translation, neural network
TAGS: machine learning, machine translation, neural network

Your subscription could not be saved. Please try again.
Your subscription has been successful.

Subscribe to our newsletter!

By providing an email address. I agree to the Terms of Use and acknowledge that I have read the Privacy Policy.

© Copyright 1997-2024 INQUIRER.net | All Rights Reserved

This is an information message

We use cookies to enhance your experience. By continuing, you agree to our use of cookies. Learn more here.