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Z-code multilingual model representation diagram
Microsoft Research Blog

Microsoft Translator enhanced with Z-code Mixture of Experts models 

March 22, 2022 | Hany Hassan Awadalla, Krishna Doss Mohan, and Vishal Chowdhary

Translator, a Microsoft Azure Cognitive Service, is adopting Z-code Mixture of Experts models, a breakthrough AI technology that significantly improves the quality of production translation models. As a component of Microsoft’s larger XYZ-code initiative to combine AI models for text,…

In the news | VentureBeat

Microsoft claims new AI model architecture improves language translation 

March 22, 2022

Coinciding with Nvidia’s March 2022 GPU Technology Conference, Microsoft today announced an update to Translator — its Azure service that can translate roughly 100 languages across call centers, chatbots, and third-party apps — that the company claims greatly improves the…

In the news | TechCrunch

Microsoft improves its AI translations with Z-Code 

March 22, 2022

Microsoft today announced an update to its translation services that, thanks to new machine learning techniques, promises significantly improved translations between a large number of language pairs. Based on its Project Z-Code, which uses a “spare Mixture of Experts” approach,…

In the news | Microsoft AI blog

New Z-code Mixture of Experts models improve quality, efficiency in Translator and Azure AI 

March 22, 2022

Microsoft is making upgrades to Translator and other Azure AI services powered by a new family of artificial intelligence models its researchers have developed called Z-code, which offer the kind of performance and quality benefits that other large-scale language models…

In the news | NVIDIA Blogs

Getting People Talking: Microsoft Improves AI Quality and Efficiency of Translator Using NVIDIA Triton 

March 22, 2022

Microsoft aims to be the first to put a class of powerful AI transformer models into production using Azure with NVIDIA GPUs and Triton inference software. When your software can evoke tears of joy, you spread the cheer. So, Translator,…

In the news | ZDNet

Microsoft improves Translator and Azure AI services with new AI ‘Z-code’ models 

March 22, 2022

Microsoft is updating its Translator and other Azure AI services with a set of AI models called Z-code, officials announced on March 22. These updates will improve the quality of machine translations, as well as help these services support more…

In the news | Provoca

Rico Malvar | Provoca | 22/03/2022 

March 22, 2022

Nesta terça-feira (22/3), Marcelo Tas conversa no Provoca com o engenheiro e pesquisador Rico Malvar. Antigo cientista-chefe no maior laboratório da Microsoft Research em Redmond, Washington, o convidado fala sobre sua história na empresa, o combate às fake news e…

In the news | USA Today Ag Special Edition

Transforming Agriculture: Technology Companies Stand Poised to Deliver 21st-Centruty Solutions 

March 21, 2022

Advances in digital technologies and telecommunications over the last few decades have dramatically changed many homes and businesses around the world. The vast majority of today's farms, however, still operate a lot like their 20th century brethren.

In the news | Azure Cognitive Services

Azure Cognitive Services for Language support 96 languages for custom features 

March 20, 2022

Last year, Azure Cognitive Services announced the release of Azure Cognitive Service for Language. During that release, multiple NLP services came together under a unified, state-of-the-art, NLP service available under one resource and one user experience. Three new custom features…

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