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.
Dr Afridi's warning signs of digital addiction
Spending an excessive amount of time on the phone.
Neglecting personal, social, or academic responsibilities.
Losing interest in other activities or hobbies that were once enjoyed.
Having withdrawal symptoms like feeling anxious, restless, or upset when the technology is not available.
Experiencing sleep disturbances or changes in sleep patterns.
What are the guidelines?
Under 18 months: Avoid screen time altogether, except for video chatting with family.
Aged 18-24 months: If screens are introduced, it should be high-quality content watched with a caregiver to help the child understand what they are seeing.
Aged 2-5 years: Limit to one-hour per day of high-quality programming, with co-viewing whenever possible.
Aged 6-12 years: Set consistent limits on screen time to ensure it does not interfere with sleep, physical activity, or social interactions.
Teenagers: Encourage a balanced approach – screens should not replace sleep, exercise, or face-to-face socialisation.
Source: American Paediatric Association
Mercer, the investment consulting arm of US services company Marsh & McLennan, expects its wealth division to at least double its assets under management (AUM) in the Middle East as wealth in the region continues to grow despite economic headwinds, a company official said.
Mercer Wealth, which globally has $160 billion in AUM, plans to boost its AUM in the region to $2-$3bn in the next 2-3 years from the present $1bn, said Yasir AbuShaban, a Dubai-based principal with Mercer Wealth.
“Within the next two to three years, we are looking at reaching $2 to $3 billion as a conservative estimate and we do see an opportunity to do so,” said Mr AbuShaban.
Mercer does not directly make investments, but allocates clients’ money they have discretion to, to professional asset managers. They also provide advice to clients.
“We have buying power. We can negotiate on their (client’s) behalf with asset managers to provide them lower fees than they otherwise would have to get on their own,” he added.
Mercer Wealth’s clients include sovereign wealth funds, family offices, and insurance companies among others.
From its office in Dubai, Mercer also looks after Africa, India and Turkey, where they also see opportunity for growth.
Wealth creation in Middle East and Africa (MEA) grew 8.5 per cent to $8.1 trillion last year from $7.5tn in 2015, higher than last year’s global average of 6 per cent and the second-highest growth in a region after Asia-Pacific which grew 9.9 per cent, according to consultancy Boston Consulting Group (BCG). In the region, where wealth grew just 1.9 per cent in 2015 compared with 2014, a pickup in oil prices has helped in wealth generation.
BCG is forecasting MEA wealth will rise to $12tn by 2021, growing at an annual average of 8 per cent.
Drivers of wealth generation in the region will be split evenly between new wealth creation and growth of performance of existing assets, according to BCG.
Another general trend in the region is clients’ looking for a comprehensive approach to investing, according to Mr AbuShaban.
“Institutional investors or some of the families are seeing a slowdown in the available capital they have to invest and in that sense they are looking at optimizing the way they manage their portfolios and making sure they are not investing haphazardly and different parts of their investment are working together,” said Mr AbuShaban.
Some clients also have a higher appetite for risk, given the low interest-rate environment that does not provide enough yield for some institutional investors. These clients are keen to invest in illiquid assets, such as private equity and infrastructure.
“What we have seen is a desire for higher returns in what has been a low-return environment specifically in various fixed income or bonds,” he said.
“In this environment, we have seen a de facto increase in the risk that clients are taking in things like illiquid investments, private equity investments, infrastructure and private debt, those kind of investments were higher illiquidity results in incrementally higher returns.”
The Abu Dhabi Investment Authority, one of the largest sovereign wealth funds, said in its 2016 report that has gradually increased its exposure in direct private equity and private credit transactions, mainly in Asian markets and especially in China and India. The authority’s private equity department focused on structured equities owing to “their defensive characteristics.”
Avatar: Fire and Ash
Director: James Cameron
Starring: Sam Worthington, Sigourney Weaver, Zoe Saldana
Rating: 4.5/5
'Laal Kaptaan'
Director: Navdeep Singh
Stars: Saif Ali Khan, Manav Vij, Deepak Dobriyal, Zoya Hussain
Rating: 2/5
The%20Boy%20and%20the%20Heron
%3Cp%3E%3Cstrong%3EDirector%3A%C2%A0%3C%2Fstrong%3EHayao%20Miyazaki%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarring%3A%3C%2Fstrong%3E%C2%A0Soma%20Santoki%2C%20Masaki%20Suda%2C%20Ko%20Shibasaki%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%20%3C%2Fstrong%3E5%2F5%3C%2Fp%3E%0A
The National's picks
4.35pm: Tilal Al Khalediah
5.10pm: Continous
5.45pm: Raging Torrent
6.20pm: West Acre
7pm: Flood Zone
7.40pm: Straight No Chaser
8.15pm: Romantic Warrior
8.50pm: Calandogan
9.30pm: Forever Young
Jurassic%20Park
%3Cp%3E%3Cstrong%3EDirector%3A%20%3C%2Fstrong%3ESteven%20Spielberg%3Cbr%3E%3Cstrong%3EStars%3A%3C%2Fstrong%3E%20Sam%20Neill%2C%20Jeff%20Goldblum%20and%20Richard%20Attenborough%3Cbr%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%205%2F5%3C%2Fp%3E%0A
Korean Film Festival 2019 line-up
Innocent Witness, June 26 at 7pm
On Your Wedding Day, June 27 at 7pm
The Great Battle, June 27 at 9pm
The Witch: Part 1. The Subversion, June 28 at 4pm
Romang, June 28 at 6pm
Mal Mo E: The Secret Mission, June 28 at 8pm
Underdog, June 29 at 2pm
Nearby Sky, June 29 at 4pm
A Resistance, June 29 at 6pm
UAE currency: the story behind the money in your pockets
The Birkin bag is made by Hermès.
It is named after actress and singer Jane Birkin
Noone from Hermès will go on record to say how much a new Birkin costs, how long one would have to wait to get one, and how many bags are actually made each year.
Pathaan
%3Cp%3E%3Cstrong%3EDirector%3A%3C%2Fstrong%3E%20Siddharth%20Anand%C2%A0%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStars%3A%3C%2Fstrong%3E%20Shah%20Rukh%20Khan%2C%20Deepika%20Padukone%2C%20John%20Abraham%C2%A0%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%203%2F5%3C%2Fp%3E%0A
Countries offering golden visas
UK
Innovator Founder Visa is aimed at those who can demonstrate relevant experience in business and sufficient investment funds to set up and scale up a new business in the UK. It offers permanent residence after three years.
Germany
Investing or establishing a business in Germany offers you a residence permit, which eventually leads to citizenship. The investment must meet an economic need and you have to have lived in Germany for five years to become a citizen.
Italy
The scheme is designed for foreign investors committed to making a significant contribution to the economy. Requires a minimum investment of €250,000 which can rise to €2 million.
Switzerland
Residence Programme offers residence to applicants and their families through economic contributions. The applicant must agree to pay an annual lump sum in tax.
Canada
Start-Up Visa Programme allows foreign entrepreneurs the opportunity to create a business in Canada and apply for permanent residence.
Essentials
The flights
Return flights from Dubai to Windhoek, with a combination of Emirates and Air Namibia, cost from US$790 (Dh2,902) via Johannesburg.
The trip
A 10-day self-drive in Namibia staying at a combination of the safari camps mentioned – Okonjima AfriCat, Little Kulala, Desert Rhino/Damaraland, Ongava – costs from $7,000 (Dh25,711) per person, including car hire (Toyota 4x4 or similar), but excluding international flights, with The Luxury Safari Company.
When to go
The cooler winter months, from June to September, are best, especially for game viewing.
