Neural Machine Translation (NMT): Translating Emojis

Pop culture references have always evaded dictionaries for some time after their initial adoption, and now due to the voracity and speed at which the internet consumes and discards new slang and references, machines can’t quite keep up. Ayan has pointed to “odd spellings, hashtags, urban slang, dialects, hybrid words, and emoticons” as being the major hurdles for NMT.

The 3 Models of Crowdsourced Translation

What do Wordpress, Linux, and Firefox all have in common? All of these successful projects are the result of crowdsourced contributions. As the Internet continues to connect us, collaborating on projects has become easier than ever. Even in the localization industry, crowdsourced translation solutions are helping to make translation services available to everyone and the advent of new technologies has brought about a few different methods of collaborative translation projects. Let’s take a look at three of the most popular models of crowdsourced translations.