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Home » artificial intelligence

artificial intelligence

4 Reasons Why Machine Translation Won’t Beat Human Translation – Yet

Image of a woman with liine of codes projected onto - illustration for an article on translation by machines and humans on the Absolute Translations website.

If you work in an industry that either employs or provides products and services to individuals speaking different languages, you’ll know that translation is an essential service in keeping your organisation running smoothly. You’re not alone — job opportunities in the localisation industry have grown 46 percent in the last decade. But where so many companies fall short is in how they conduct their translations. 

From Google Translate to the most sophisticated machine translation software, it has never been quicker or easier to get a document translated. But while these tools can be great for quickly getting a simple idea across, where they fail mostly is in intuitive, complex communications. Luckily, humans are excellent translators — better than any machine or AI (Artificial Intelligence) on the market. Here’s why.

Comprehension is key

If you’re multilingual to any degree, you’ve likely spent some time messing about with Google Translate and chuckling when you find a mistranslation. Any word or phrase with multiple meanings (in jargon, we call this “polysemous”) can really stump machine translators, as their programming forces them to take the words individually and present the most direct and linear translation possible. Additionally, some words in Language A may have direct translations in Language B that just aren’t used in everyday language. Here’s an example using some boilerplate legal English, translated to Spanish:

Capture of a Google Translate translation from English to Spanish, on the Absolute Translations website

Any Spanish reader would tell you that while this makes sense, it’s not really correct. This is the general impression that quick Google translations give: just a bit… weird. In linguistic jargon we call this “unidiomatic”. In more complex communications, like marketing or advertising, pieces that boast linguistic expressions or plays on words,  a Google translation will hardly ever give you a satisfactory result. Any complex communication targeting any specific audience will still require a human translator who understands the intricacies of the language, culture and society of that audience to successfully translate that communication and achieve the same result.

 

Culture and society dictate

Machine translation largely depends on programmers, not translators, to design the systems by which it operates. As a result, these systems often lack understanding of context and cultural nuance within a document or conversation. Humans, on the other hand, are living beings, they learn, they evolve and they grow, just like societies and their languages learn, evolve and grow.

Humans are able to take in the totality of a piece of text and build their translation with that in mind, rather than working linearly like a machine does. 

Also cultural consideration can be important when dealing with international businesses, and the quality, adequacy and appropriateness of a translation can make or break a deal. Human translators are able to effectively translate slang, idioms, tone, style, register, and other cultural aspects that might otherwise cause confusion or offence if translated literally or word-for-word. 

Similarly, languages are always evolving, especially amongst younger age groups, and highly trained translators will know and be accustomed to always double-checking the usage of certain words within their cultural context and use them appropriately in their translation work. 

Going one step further, if we consider the translation of Health & Safety guidelines or protocols the end result must be 100% accurate in order not to put lives at risk. Using AI for that purpose would be risky business, and the human translator using his expert knowledge will continue to play a key role – for quite some time yet. 

 

Creativity inspires

Creativity and uniqueness are essential in conveying your brand messages to your audience. A machine will always be a machine, and during its mechanical translation process  it will likely strip that uniqueness away, leading to bland and uniform translations that won’t capture the new  audience the way the original message did. 

That is where “transcreation” comes into play. Transcreation is a combination of ‘translation’ and ‘creation’, and this form of translation taps into the translator’s creativity, where, rather than a translator, his role is to be a writer, ensuring that the copy he is re-creating, is uniquely suited to the new audience, the same way the original copy was uniquely suited to the original audience. 

With the right amount of creativity, human translators will keep this monopoly in translation, and we’ll be safe – for some time yet.

 

A Code of Ethics binds

Every professional translator is a member of a professional association and bound by its rules. For instance, in Australia, members of the Australian Institute of Interpreters and Translators (AUSIT) are bound by the following code:

  • respect their clients’ rights to privacy and confidentiality
  • decline to undertake work beyond their competence or accreditation levels
  • take responsibility for the work of people under their supervision
  • decline to mix promotional activity for clients with interpreting or translation work
  • guard against misuse of inside information for personal gain
  • guard against encroaching on the work of co-members
  • maintain professional detachment, impartiality and objectivity
  • refer to arbitration by the National Council of any dispute with other members and to accept the Council decision as binding.

This implies that professional translators are bound by a professional code and will not share any company information without the express permission of the owner of that information.

Professional translators can also sign confidentiality agreements which adds an extra layer of security. Machines unfortunately don’t offer this level of protection of information. In fact, if you agree to Google Translate’s terms and conditions (which you do implicitly whenever using the service), you are giving Google the right to “use, host, store, reproduce, modify, communicate, publish, publicly perform, publicly display and distribute content.” This is obviously unacceptable in many fields — should sensitive information like bank details, personal addresses, proprietary methods, or server information become public, it could be devastating to a company and its employees. Similarly, if Google were to glimpse a particularly innovative product that you’ve developed, and if it were to reproduce the same product and release it ahead of yours, you’d have no legal recourse, as you agreed to their terms.

If nothing else, this should be the one argument that convinces organisations to use a professional human translator over a machine even when it comes to just ‘getting the gist’ of what a document says. Running a document through Google is essentially passing up on its privacy and confidentiality. So next time you need to quickly translate a few documents, stop and think: is the speed really worth the risk?

Filed Under: Technology Tagged With: AI, artificial intelligence, Human translation, Machine Learning, transcreation

How Translation Will Survive the Robot Onslaught

Illustration of artificial intelligence besides brains in jars

Credit DepositPhotos: Illustration of artificial intelligence besides brains in jars

by Veerle Vanderplasschen


The translation industry, like countless others, is threatened by the rise of the robots.

On the face of it, translation is one of those mechanical activities that could easily be handled by a nifty piece of Artificial Intelligence. Google Translate is just the start, imperfect as it is, and it wouldn’t be surprising if even the most qualified translator has had a peek on Google before to refresh their memory.

Of course, we also use A.I.; every reputable translation company uses technology to improve quality and increase efficiency to speed things up. You see, when someone needs a translation, they usually need it in a hurry.

However, they also need it to make sense to the reader.

In an increasingly globalised world, that reader might be from South Korea, Switzerland or Surinam. They expect any communication to be concise and adapted for their understanding. A text can be translated mechanically, but unless there is a degree of cultural adaptation, it will utterly lose its soul. Only a human with an intimate knowledge of the source and target cultures can ensure this.

This adaptation and recreation of the original is called transcreation.

It is a blueprint for how humans across many industries will survive the robot onslaught.

You see, a key aspect of a great translator’s arsenal is the ability to fill in the gaps and create something uniquely perfect. A robot could translate a Shakespearean sonnet from English to Japanese, but I very much doubt that it would retain the original beauty. That would take hours of careful consideration from only the most skilled translator (who writes Japanese poetry in their spare time).

Creatively filling in the gaps is what humans do best.

In communication terms, the deeper meaning is often found in what is left unsaid; unspoken inferences weaving their magic and taking a message to a whole new level.

In terms of different industries, the parallels are striking. The legal industry is a minefield of jargon that could be swiftly dealt with by an A.I. bot, but ask it to comfort a confused divorcee or aggrieved company owner, and it will struggle. Hospitality is another example where a robot can book us into a hotel, but only the warm farewell from a receptionist will send us on our way with a smile on our faces.

The subtleties of human experience ensure that the human experience will always trump the robot one.

The history of our workplace has been one of adaptation and adoption of new technologies. However, no matter how streamlined the process, the very best results are achieved with a sprinkling of humanity to add the cherry on top. Life is short and every day is precious, so why would we choose to live without that cherry? That is what a life with A.I. would look like – very easy, almost effortless, but with little to truly savour.

To me, translation is about remaining as true as possible to the original, but in every piece of work, we also have to remain as true as possible to the reader.

This tightrope is something that A.I. will never be able to tread.

Filed Under: Uncategorized Tagged With: a.i. bots, artificial intelligence, copywriting, globalisation, Google Translate, localisation, robot, transcreation, translation

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