Abu Dhabi's cutting-edge research hub has unveiled the world's biggest natural language processing model for the Arabic language.
Natural language processing, or NPL, is a key part of the booming artificial intelligence sector, helping computers to decode the spoken and written word to boost the development of everything from language translation tools to Siri and Alexa-style smart assistants.
The Noor model, developed at the Technology Innovation Institute, may give the Arab world a new edge in the push to digitalise as tools like chatbots, market intelligence and machine translation skew heavily to English and Chinese-speaking markets.
The priority is to find ways for Noor to be used by companies and academics to build new tools, like to provide sentiment analysis across social media, or to develop new Arabic virtual assistants, Dr Ebtesam Almazrouei, a director at TII who led the project, told The National.
But she said a smaller version of Noor would also be made available to the public, as an open source model.
"We want [Noor] to contribute to society," she said.
The size of Noor is significant. In NLP, the size of a given model is based on the number of values that model is trained on. These values are known as parameters, and they are the building blocks of machine learning. The greater the number of parameters, the more complex and capable an NLP model is.
Before, the largest available Arabic model was AraGPT, a model trained on 1.5 billion parameters. Noor was trained on 10 billion parameters, including a dataset that combines web data with books, poetry, news articles and technical information to significantly widen the applications that can be built with it.
According to TII, it is the largest high-quality cross-domain Arabic dataset ever made.
"At the 10 billion scale, our model can tackle more advanced tasks and take in more complex instructions from humans to machines," Dr Almazrouei said.
"For instance, it can summarise texts, assist with writing — for example, a press release. Also it can be used to power more natural and effective chatbots, or even evaluate the language level of employees. This is only the start, and we want to scale to even larger and more capable models in the future."
TII, the applied research arm of Abu Dhabi's Advanced Technology Research Council, is a critical part of the UAE's efforts to diversify from a reliance on oil exports and develop a knowledge-based economy. Noor is a first step in the research hub's efforts to contribute to the wider UAE Strategy for Artificial Intelligence by accelerating the adoption and integration of AI into the wider economy.
“Our expert teams have demonstrated yet again that this region can achieve breakthrough R&D outcomes to impact the world,” said Dr Ray Johnson, chief executive of TII.
THE BIO: Martin Van Almsick
Hometown: Cologne, Germany
Family: Wife Hanan Ahmed and their three children, Marrah (23), Tibijan (19), Amon (13)
Favourite dessert: Umm Ali with dark camel milk chocolate flakes
Favourite hobby: Football
Breakfast routine: a tall glass of camel milk
Building boom turning to bust as Turkey's economy slows
Deep in a provincial region of northwestern Turkey, it looks like a mirage - hundreds of luxury houses built in neat rows, their pointed towers somewhere between French chateau and Disney castle.
Meant to provide luxurious accommodations for foreign buyers, the houses are however standing empty in what is anything but a fairytale for their investors.
The ambitious development has been hit by regional turmoil as well as the slump in the Turkish construction industry - a key sector - as the country's economy heads towards what could be a hard landing in an intensifying downturn.
After a long period of solid growth, Turkey's economy contracted 1.1 per cent in the third quarter, and many economists expect it will enter into recession this year.
The country has been hit by high inflation and a currency crisis in August. The lira lost 28 per cent of its value against the dollar in 2018 and markets are still unconvinced by the readiness of the government under President Recep Tayyip Erdogan to tackle underlying economic issues.
The villas close to the town centre of Mudurnu in the Bolu region are intended to resemble European architecture and are part of the Sarot Group's Burj Al Babas project.
But the development of 732 villas and a shopping centre - which began in 2014 - is now in limbo as Sarot Group has sought bankruptcy protection.
It is one of hundreds of Turkish companies that have done so as they seek cover from creditors and to restructure their debts.
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Classification of skills
A worker is categorised as skilled by the MOHRE based on nine levels given in the International Standard Classification of Occupations (ISCO) issued by the International Labour Organisation.
A skilled worker would be someone at a professional level (levels 1 – 5) which includes managers, professionals, technicians and associate professionals, clerical support workers, and service and sales workers.
The worker must also have an attested educational certificate higher than secondary or an equivalent certification, and earn a monthly salary of at least Dh4,000.
What is the Supreme Petroleum Council?
The Abu Dhabi Supreme Petroleum Council was established in 1988 and is the highest governing body in Abu Dhabi’s oil and gas industry. The council formulates, oversees and executes the emirate’s petroleum-related policies. It also approves the allocation of capital spending across state-owned Adnoc’s upstream, downstream and midstream operations and functions as the company’s board of directors. The SPC’s mandate is also required for auctioning oil and gas concessions in Abu Dhabi and for awarding blocks to international oil companies. The council is chaired by Sheikh Khalifa, the President and Ruler of Abu Dhabi while Sheikh Mohamed bin Zayed, Abu Dhabi’s Crown Prince and Deputy Supreme Commander of the Armed Forces, is the vice chairman.
UK’s AI plan
- AI ambassadors such as MIT economist Simon Johnson, Monzo cofounder Tom Blomfield and Google DeepMind’s Raia Hadsell
- £10bn AI growth zone in South Wales to create 5,000 jobs
- £100m of government support for startups building AI hardware products
- £250m to train new AI models
Desert Warrior
Starring: Anthony Mackie, Aiysha Hart, Ben Kingsley
Director: Rupert Wyatt
Rating: 3/5
