AI Based Machine Translation Learns Languages Like Little Babies

Machine translation quality has improved remarkably over the years. Automatic translations are becoming more and more usable in different contexts. Heavy users might have noticed that the development, no entanto, hasn’t been linear. Machine translation has moved up some kind of quality steps.

The reason for jumps to higher quality steps is technical. Machine translation technologies are getting much attention and resources. The idea of how machine translation works has changed. The steps from rule-based to statistical machine translation and then to the use of artificial intelligence (or AI) have all improved the quality. The technologies are getting closer to the way humans adapt their first languages.

Little babies learn a language by being surrounded by it in their everyday life. They hear it over and over again. They try to say a word or two. They will first say it wrong but improve by repeating it many times. They learn new words and what those words mean. They do it even without having someone explicitly explaining these things to them. They hear, their brains work very hard and they learn.

Using a lot of data

AI and neural nets learn languages a little like babies. Data is the most important element. For technologies, it is crucial to have enough data. Just like for babies it is crucial to hear people speak and read aloud. The more is better. There is plenty of research saying parents should read to their children. When parents read to their children, they will succeed in life. They will have better skills in communication and linguistic. No human nor machine can learn without enough data coming in.

Using good quality data

Da mesma forma, the quality of the data is important. One-sided interactions with the language limit the learning process. Varied and rich exposure to different uses of language brings more versatile results. Mas, too wide data isn’t going to work either. There should be enough repetition to ensure remembering. Babies learn first those words which they hear most often. They hear them in different sentences and situations. The more they hear those words the stronger the meaning and usage of them become in their minds.

Getting support for the learning

All language learners need some outside support as well. Control by someone who knows more. Parents tend to correct if a child says something in the wrong way. Or at least they repeat the idea in other words back to the child. They often use phrases like ’did you mean that’ or ’what do you try to say’ or ’did I understand you correctly’. Even the most modern technologies need that kind of guidance and feedback as well.

The difference is that AI won’t really understand. Technologies know words and can link meanings and synonyms. They can produce spoken or written texts. They can even maintain a conversation through chat or customer service. But they don’t understand. Babies and children can. Human brains are just amazing. We are clever enough to use machines and technologies in those tasks that can be outsourced. This way we can concentrate on more interesting and creative tasks, and challenge our brains to keep on improving.

(Final note: AI and neural nets are very advanced technologies. For many they are just abstract and unclear terms. This text simplifies them and tries to give an overall idea of how they work. If you want to tell your own description, we’ll be more than happy to publish it here on our blog. Just leave a comment below or email us.)

Going Global: Website Localization And Translation (vídeo)

Your potential customers abroad need to be able to understand your content. A website is an important way to be found. Everyone googles or searches information online. People tend to do searches in their own language. Translated and localized website improves your performance in finding customers.

Translation is the process of changing your content from one language to another. Localization is a step further. Localization is the process that makes the locals feel like you speak their language. Changing currencies or units are examples of localizable content. Or changing some cultural references to make the content feel more local.

It’s good to remember that translation and localization might be needed even inside the country borders. Some expressions or preferred tone of voice can differ in the different regions of a country. Da mesma forma, there might be people speaking different languages. Por exemplo, Finland has three official languages. Além disso, many people living in Finland speak none of these three languages but some other language. The situation is similar in many countries.

Here is a short 2-minute video by Google. It explains the importance of website translation and localization extremely well.

International communication

Hopefully going global is now a little bit easier for you to do. Keep calm and start localization. If you can do it yourself, outsource or utilize a ferramenta de localização. And don’t forget to check the outcome with the help of a native speaker.

Graças à tradução de máquina, Agora queremos mais traduções

Alguns idiomas têm dominado a maioria dos conteúdos on-line. Se você queria um acesso a todas as informações interessantes disponíveis on-line, Você deve ser capaz de ler em inglês, Russo, Alemão, Japonês e o outro Top idiomas on-line. Muito poucos de nós podem fazer isso. Tecnologias avançadas de tradução foram implantadas para resolver esta questão das barreiras de idiomas on-line. Como um resultado, Hoje vemos mais conteúdo em nossas próprias línguas. Continue a ler Graças à tradução de máquina, Agora queremos mais traduções

A demanda por serviços de tradução é sempre a subir

Este é um guest post por Os tradutores de migração.

Para as empresas globalmente, existem enormes mercados que ainda não tem sido aproveitados. Tem sido relatado que 70% daqueles que acessam a web não falam inglês, que, em termos numéricos é pelo menos 1.4 bilhões de pessoas. Quando essas pessoas navegar na net eles só irá para sites que são escritos em uma língua ou língua materna, eles entendem, mas eles não estar acessando sites escritos em inglês. Continue a ler A demanda por serviços de tradução é sempre a subir

Localização agora vai economizar seu dinheiro mais tarde

A localização é um investimento para o futuro. Como com todos os investimentos, os custos de um projeto de localização são pagos hoje e benefícios serão realizados amanhã. No contexto da localização, Isso significa que tanto a novos clientes estrangeiros e a custos mais baixos no cliente suporte e serviço no futuro. Continue a ler Localização agora vai economizar seu dinheiro mais tarde

Boa comunicação significa geralmente uma boa tradução

Este é um post convidado por Robert Morgan.

A relação entre a boa comunicação e linguagem corporal é um tema interessante e complicado, mas um que é frequentemente ignorado e incompreendido. Em primeiro lugar gostaria de compartilhar um exemplo pessoal de como uma ineficaz combinação destes dois factores torna verbal Tradução e interpretação uma tarefa quase impossível. Continue a ler Boa comunicação significa geralmente uma boa tradução