neural machine translation (NMT)

Disruptive So Far: Looking Back at Neural Machine Translation (NMT) Within Natural Language Processing

With news this week that Google has improved some of the key linguistic functionalities of its search engine’s machine learning algorithms – including an AI spell check improvement that Google’s head of search considers more important by itself than the previous five years’ progress – it is an interesting moment in the brief history of […]

NGO communications are getting more hyperlocal

Hyperlocality in the Age of WhatsApp

As governmental bodies determine their responses to the coronavirus pandemic, technology is reaching across nations to aid these efforts in a wide range of capacities, from supporting NGO communications to coordinating vaccine development efforts. In these times, information regularly crosses linguistic boundaries with the utmost urgency, and in response people all over the world have […]

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.