Machine translation on the horizon

MT, NMT, and MTPE in the Age of Natural Language Processing

When trying to understand the distinction between technology-driven translation solutions like machine translation (MT) and neural machine translation (NMT), it can be tempting to seek simpler analogies from beyond the realm of technology. Increasingly, though, parsing the respective advantages of these solutions requires an awareness of distinctions in machine learning and artificial intelligence that will […]

Language AI takes on new challenges

Language AI Learns the Art of Smooth Talking

Last week, we looked at how research on a multilingual knowledge base at Google could be forging the beginnings of truly multilingual language AI, marking one of the more interesting recent technological developments for the localization industry. Now, days later, new reports on a study at Facebook AI Research appears to signal even more compelling developments in NLP (natural language processing) than systems that can cross-reference world idioms. Challenging criticisms that NLP agents tend to be flat approximations of human speakers, it […]

Is AI Multilingual? How New Advances Could Be Pushing Past Language-specific Information Retrieval

What if multilingual AI truly had the ability to make assorted connections spanning a broad knowledge of the world sourced from hundreds of languages? When you enter a piece of text in Google Translate using the ‘Detect language’ feature, an algorithm able to recognize the belonging of specific words and patterns to various world languages selects one of many linguistic frameworks at its disposal, then begins the more linear natural language processing (NLP) task of translating your […]