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Microsoft AI translates Chinese to English like humans

The researchers taught the system to repeat the process of translating the same sentence over and over

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Microsoft not to accept new Windows 8 apps after October 31. Wikimedia Commons
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  • Microsoft creates a new kind of AI
  • This can translate Chinese to English just like humans
  • The translator makes little mistakes

A team of Microsoft researchers, including one of Indian-origin, has created an Artificial Intelligence (AI)-powered machine system that can translate sentences of news articles from Chinese to English with the same quality and accuracy as humans.

Researchers from the company’s Asia and US labs said their system achieved human parity on a commonly-used test set of news stories — called “newstest2017” — that was released at a conference recently, a blog post said late on Wednesday.

Microsoft acquired the start-up PlayFab. Pixabay
This Ai can expertly translate Chinese into English. Pixabay

According to Arul Menezes, an IIT-Bombay alumni and Partner Research Manager of Microsoft’s machine translation team, the team set out to prove that its systems could perform about as well as a person when it used a language pair — like Chinese to English — for which there is a lot of data.

“Given the best-case situation as far as data and availability of resources goes, we wanted to find out if we could actually match the performance of a professional human translator,” said Menezes.

To ensure the results were both accurate and at par with what people would have done, the team hired external bilingual human evaluators who compared Microsoft’s results to two independently produced human reference translations.

“Hitting human parity in a machine translation task is a dream that all of us have had. We just did not realise we would be able to hit it so soon,” said Xuedong Huang, Technical Fellow in charge of Microsoft’s speech, natural language and machine translation efforts.

Also Read: Microsoft Teams to have Cortana integration, other features

To reach the human parity milestone on this dataset, three research teams in Microsoft’s Beijing and Redmond, Washington, research labs worked together to make the system more accurate.

“Much of our research is really inspired by how we humans do things,” said Tie-Yan Liu, Principal Research Manager with Microsoft Research Asia in Beijing.

The team used dual-learning method. Every time they sent a sentence through the system to be translated from Chinese to English, the research team also translated it back from English to Chinese.

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The accuracy rate is high too. Wikimedia

That’s similar to what people might do to make sure that their automated translations were accurate, and it allowed the system to refine and learn from its own mistakes. Dual learning, which was developed by the Microsoft research team, can also be used to improve results in other AI tasks.

Another method, called deliberation networks, is similar to how people edit and revise their own writing by going through it again and again. The researchers taught the system to repeat the process of translating the same sentence over and over, gradually refining and improving the response, Microsoft said. IANS

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BlackBerry Unveils its EoT Platform ‘BlackBerry Spark’

The platform would facilitate consumer-friendly interfaces to complex processes and AI, such as voice-activated speakers with privacy protection.

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'BlackBerry Spark' EoT platform unveiled. Pixabay

BlackBerry on Thursday unveiled its Enterprise of Things (EoT) platform “BlackBerry Spark”, which is designed and built to establish end-to-end, ultra-secure hyperconnectivity.

The EoT platform would be available by the end of 2018.

Hyperconnectivity is a person-to-person and person-to-machine communication in networked organisations and societies.

bLACKBERRY, hyperconnectivity
BlackBerry Spark” would enable organisations to comply with stringent multi-national regulatory requirements Flickr

 

“BlackBerry Spark” would enable original equipment manufacturers (OEMs) to make complex machineries, help enterprises to leverage artificial intelligence (AI) and manage smart “things” and allow people to use and trust any hyperconnected “thing” by making military-grade security easy and intuitive to use.

“By combining hyperconnectivity with ultra-security and privacy, ‘BlackBerry Spark’ is the indispensable component of a paradigm shift to ‘things-first’ which holds even greater potential to reshape society,” John Chen, Executive Chairman and CEO, BlackBerry, said in a statement.

The platform would facilitate consumer-friendly interfaces to complex processes and AI, such as voice-activated speakers with privacy protection.

blackberry, hyperconnectivity
The EoT platform would be available by the end of 2018. IANS

“The ultimate outcome of this inevitable convergence of ubiquitous mobility and computing power will likely turn on the cybersecurity decisions we make collectively over the next few years,” Chen added.

Also Read: BlackBerry Launches 2 New Smartphones

“BlackBerry Spark” would also enable organisations to comply with stringent multi-national regulatory requirements and would be compatible with both iOS and Android. (IANS)