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.
Dust and sand storms compared
Sand storm
- Particle size: Larger, heavier sand grains
- Visibility: Often dramatic with thick "walls" of sand
- Duration: Short-lived, typically localised
- Travel distance: Limited
- Source: Open desert areas with strong winds
Dust storm
- Particle size: Much finer, lightweight particles
- Visibility: Hazy skies but less intense
- Duration: Can linger for days
- Travel distance: Long-range, up to thousands of kilometres
- Source: Can be carried from distant regions
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.”
Killing of Qassem Suleimani
Directed: Smeep Kang
Produced: Soham Rockstar Entertainment; SKE Production
Cast: Rishi Kapoor, Jimmy Sheirgill, Sunny Singh, Omkar Kapoor, Rajesh Sharma
Rating: Two out of five stars
If you go...
Fly from Dubai or Abu Dhabi to Chiang Mai in Thailand, via Bangkok, before taking a five-hour bus ride across the Laos border to Huay Xai. The land border crossing at Huay Xai is a well-trodden route, meaning entry is swift, though travellers should be aware of visa requirements for both countries.
Flights from Dubai start at Dh4,000 return with Emirates, while Etihad flights from Abu Dhabi start at Dh2,000. Local buses can be booked in Chiang Mai from around Dh50
The%20specs
%3Cp%3E%3Cstrong%3EPowertrain%3A%20%3C%2Fstrong%3ESingle%20electric%20motor%0D%3Cbr%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E201hp%0D%3Cbr%3E%3Cstrong%3ETorque%3A%20%3C%2Fstrong%3E310Nm%0D%3Cbr%3E%3Cstrong%3ETransmission%3A%20%3C%2Fstrong%3ESingle-speed%20auto%0D%3Cbr%3E%3Cstrong%3EBattery%3A%20%3C%2Fstrong%3E53kWh%20lithium-ion%20battery%20pack%20(GS%20base%20model)%3B%2070kWh%20battery%20pack%20(GF)%0D%3Cbr%3E%3Cstrong%3ETouring%20range%3A%20%3C%2Fstrong%3E350km%20(GS)%3B%20480km%20(GF)%0D%3Cbr%3E%3Cstrong%3EPrice%3A%20%3C%2Fstrong%3EFrom%20Dh129%2C900%20(GS)%3B%20Dh149%2C000%20(GF)%0D%3Cbr%3E%3Cstrong%3EOn%20sale%3A%3C%2Fstrong%3E%20Now%3C%2Fp%3E%0A
GOLF’S RAHMBO
- 5 wins in 22 months as pro
- Three wins in past 10 starts
- 45 pro starts worldwide: 5 wins, 17 top 5s
- Ranked 551th in world on debut, now No 4 (was No 2 earlier this year)
- 5th player in last 30 years to win 3 European Tour and 2 PGA Tour titles before age 24 (Woods, Garcia, McIlroy, Spieth)
UPI facts
More than 2.2 million Indian tourists arrived in UAE in 2023
More than 3.5 million Indians reside in UAE
Indian tourists can make purchases in UAE using rupee accounts in India through QR-code-based UPI real-time payment systems
Indian residents in UAE can use their non-resident NRO and NRE accounts held in Indian banks linked to a UAE mobile number for UPI transactions
HOW TO WATCH
Facebook: TheNationalNews
Twitter: @thenationalnews
Instagram: @thenationalnews.com
TikTok: @thenationalnews
Read more from Aya Iskandarani
2024%20Dubai%20Marathon%20Results
%3Cp%3E%3Cstrong%3EWomen%E2%80%99s%20race%3A%3C%2Fstrong%3E%0D%3Cbr%3E1.%20Tigist%20Ketema%20(ETH)%202hrs%2016min%207sec%0D%3Cbr%3E2.%20Ruti%20Aga%20(ETH)%202%3A18%3A09%0D%3Cbr%3E3.%20Dera%20Dida%20(ETH)%202%3A19%3A29%0D%3Cbr%3EMen's%20race%3A%0D%3Cbr%3E1.%20Addisu%20Gobena%20(ETH)%202%3A05%3A01%0D%3Cbr%3E2.%20Lemi%20Dumicha%20(ETH)%202%3A05%3A20%0D%3Cbr%3E3.%20DejeneMegersa%20(ETH)%202%3A05%3A42%3C%2Fp%3E%0A
Avatar: Fire and Ash
Director: James Cameron
Starring: Sam Worthington, Sigourney Weaver, Zoe Saldana
Rating: 4.5/5
The President's Cake
Director: Hasan Hadi
Starring: Baneen Ahmad Nayyef, Waheed Thabet Khreibat, Sajad Mohamad Qasem
Rating: 4/5
RACE CARD
5pm: Maiden (PA) Dh80,000 1,400m
5.30pm: Maiden (PA) Dh80,000 1,200m
6pm: Arabian Triple Crown Round-1 (PA) Listed Dh230,000 1,600m
6.30pm: HH The President’s Cup (PA) Group 1 Dh2.5million 2,200m
7pm: HH The President’s Cup (TB) Listed Dh380,000 1,400m
7.30pm: Wathba Stallions Cup (PA) Handicap Dh70,000 1,200m.
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.
