Facebook said it developed the world's first multilingual machine translation tool that can translate between any pair of 100 languages without first translating into English like existing systems do.
Currently, when translating from German to Arabic, most of the available English-centric models first translate German to English and then to Arabic, since English training data is the most widely available.
However, Facebook's new algorithm model M2M-100 directly translates German to Arabic, providing faster results while preserving the actual context and the meaning of the text.
“For years, AI researchers have been working towards building a single universal model that can understand all languages across different tasks ... a single model that keeps translations up to date and creates new experiences for billions of people equally,” Angela Fan, research assistant at Facebook AI Research, said.
M2M-100 “brings us closer to this goal”, Ms Fan said. “Breaking language barriers through machine translation is one of the most important ways to bring people together, provide authoritative information on Covid-19 and keep them safe from harmful content.”
The translation model is open sourced and the original source codes are made freely available. It will facilitate other independent researchers and technology companies to reproduce, modify and further advance the existing multilingual models according to their requirements.
The machine learning-based model is trained on nearly 2,200 language pairs, almost ten times more than the previous best models that rely only on English language data.
“We will continue to improve our model by incorporating cutting-edge research, exploring ways to deploy machine translation systems responsibly and creating more specialised architectures,” Ms Fan said.
“The research can further advance how our systems understand text for low-resource languages using unlabelled data,” she added.
Traditional machine translation tools require building separate AI models for each language and each task.
Some of the advanced multilingual systems can process multiple languages at once, but their accuracy is compromised since they rely on English data to bridge the gap between the source and target languages, Facebook said.
“This approach does not scale effectively on Facebook, where people post content in more than 160 languages across billions of posts. We need one model that can translate any language to better serve our community … nearly two-third of which use a language other than English,” said Ms Fan.
Facebook said it is using various scaling techniques to create translation data sets and build a universal model with 15 billion parameters to reflect a more diverse script of languages. It has already created data sets with 7.5 billion sentences for 100 languages.
“The volume of data required for training grows quadratically with the number of languages that we support,” Ms Fan said.
RESULT
Al Hilal 4 Persepolis 0
Khribin (31', 54', 89'), Al Shahrani 40'
Red card: Otayf (Al Hilal, 49')
Sole survivors
- Cecelia Crocker was on board Northwest Airlines Flight 255 in 1987 when it crashed in Detroit, killing 154 people, including her parents and brother. The plane had hit a light pole on take off
- George Lamson Jr, from Minnesota, was on a Galaxy Airlines flight that crashed in Reno in 1985, killing 68 people. His entire seat was launched out of the plane
- Bahia Bakari, then 12, survived when a Yemenia Airways flight crashed near the Comoros in 2009, killing 152. She was found clinging to wreckage after floating in the ocean for 13 hours.
- Jim Polehinke was the co-pilot and sole survivor of a 2006 Comair flight that crashed in Lexington, Kentucky, killing 49.
MATCH INFO
Uefa Champions League semi-final, first leg
Barcelona v Liverpool, Wednesday, 11pm (UAE).
Second leg
Liverpool v Barcelona, Tuesday, May 7, 11pm
Games on BeIN Sports
Dubai works towards better air quality by 2021
Dubai is on a mission to record good air quality for 90 per cent of the year – up from 86 per cent annually today – by 2021.
The municipality plans to have seven mobile air-monitoring stations by 2020 to capture more accurate data in hourly and daily trends of pollution.
These will be on the Palm Jumeirah, Al Qusais, Muhaisnah, Rashidiyah, Al Wasl, Al Quoz and Dubai Investment Park.
“It will allow real-time responding for emergency cases,” said Khaldoon Al Daraji, first environment safety officer at the municipality.
“We’re in a good position except for the cases that are out of our hands, such as sandstorms.
“Sandstorms are our main concern because the UAE is just a receiver.
“The hotspots are Iran, Saudi Arabia and southern Iraq, but we’re working hard with the region to reduce the cycle of sandstorm generation.”
Mr Al Daraji said monitoring as it stood covered 47 per cent of Dubai.
There are 12 fixed stations in the emirate, but Dubai also receives information from monitors belonging to other entities.
“There are 25 stations in total,” Mr Al Daraji said.
“We added new technology and equipment used for the first time for the detection of heavy metals.
“A hundred parameters can be detected but we want to expand it to make sure that the data captured can allow a baseline study in some areas to ensure they are well positioned.”
Moon Music
Artist: Coldplay
Label: Parlophone/Atlantic
Number of tracks: 10
Rating: 3/5
More from Armen Sarkissian
Company%20Profile
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England squads for Test and T20 series against New Zealand
Test squad: Joe Root (capt), Jofra Archer, Stuart Broad, Rory Burns, Jos Buttler, Zak Crawley, Sam Curran, Joe Denly, Jack Leach, Saqib Mahmood, Matthew Parkinson, Ollie Pope, Dominic Sibley, Ben Stokes, Chris Woakes
T20 squad: Eoin Morgan (capt), Jonny Bairstow, Tom Banton, Sam Billings, Pat Brown, Sam Curran, Tom Curran, Joe Denly, Lewis Gregory, Chris Jordan, Saqib Mahmood, Dawid Malan, Matt Parkinson, Adil Rashid, James Vince
All Black 39-12 British & Irish Lions
Wicked: For Good
Director: Jon M Chu
Starring: Ariana Grande, Cynthia Erivo, Jonathan Bailey, Jeff Goldblum, Michelle Yeoh, Ethan Slater
Rating: 4/5
PRISCILLA
%3Cp%3EDirector%3A%20Sofia%20Coppola%3C%2Fp%3E%0A%3Cp%3EStarring%3A%20Cailee%20Spaeny%2C%20Jacob%20Elordi%3C%2Fp%3E%0A%3Cp%3ERating%3A%203%2F5%3C%2Fp%3E%0A
The biog
Alwyn Stephen says much of his success is a result of taking an educated chance on business decisions.
His advice to anyone starting out in business is to have no fear as life is about taking on challenges.
“If you have the ambition and dream of something, follow that dream, be positive, determined and set goals.
"Nothing and no-one can stop you from succeeding with the right work application, and a little bit of luck along the way.”
Mr Stephen sells his luxury fragrances at selected perfumeries around the UAE, including the House of Niche Boutique in Al Seef.
He relaxes by spending time with his family at home, and enjoying his wife’s India cooking.
CREW
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Biggest%20applause
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MATCH INFO
Fixture: Ukraine v Portugal, Monday, 10.45pm (UAE)
TV: BeIN Sports
Skoda Superb Specs
Engine: 2-litre TSI petrol
Power: 190hp
Torque: 320Nm
Price: From Dh147,000
Available: Now
Tips for job-seekers
- Do not submit your application through the Easy Apply button on LinkedIn. Employers receive between 600 and 800 replies for each job advert on the platform. If you are the right fit for a job, connect to a relevant person in the company on LinkedIn and send them a direct message.
- Make sure you are an exact fit for the job advertised. If you are an HR manager with five years’ experience in retail and the job requires a similar candidate with five years’ experience in consumer, you should apply. But if you have no experience in HR, do not apply for the job.
David Mackenzie, founder of recruitment agency Mackenzie Jones Middle East
Results
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How to volunteer
The UAE volunteers campaign can be reached at www.volunteers.ae , or by calling 800-VOLAE (80086523), or emailing info@volunteers.ae.
RESULT
Leeds United 1 Manchester City 1
Leeds: Rodrigo (59')
Man City: Sterling (17')
Man of the Match: Rodrigo Moreno (Leeds)
Scoreline
Liverpool 3
Mane (7'), Salah (69'), Firmino (90')
Bournemouth 0
The specs
Engine: 5.2-litre V10
Power: 640hp at 8,000rpm
Torque: 565Nm at 6,500rpm
Transmission: 7-speed dual-clutch auto
Price: From Dh1 million
On sale: Q3 or Q4 2022
So what is Spicy Chickenjoy?
Just as McDonald’s has the Big Mac, Jollibee has Spicy Chickenjoy – a piece of fried chicken that’s crispy and spicy on the outside and comes with a side of spaghetti, all covered in tomato sauce and topped with sausage slices and ground beef. It sounds like a recipe that a child would come up with, but perhaps that’s the point – a flavourbomb combination of cheap comfort foods. Chickenjoy is Jollibee’s best-selling product in every country in which it has a presence.
The specs: Fenyr SuperSport
Price, base: Dh5.1 million
Engine: 3.8-litre twin-turbo flat-six
Transmission: Seven-speed automatic
Power: 800hp @ 7,100pm
Torque: 980Nm @ 4,000rpm
Fuel economy, combined: 13.5L / 100km
The biog
Fatima Al Darmaki is an Emirati widow with three children
She has received 46 certificates of appreciation and excellence throughout her career
She won the 'ideal mother' category at the Minister of Interior Awards for Excellence
Her favourite food is Harees, a slow-cooked porridge-like dish made from boiled wheat berries mixed with chicken
Herc's Adventures
Developer: Big Ape Productions
Publisher: LucasArts
Console: PlayStation 1 & 5, Sega Saturn
Rating: 4/5
The most expensive investment mistake you will ever make
When is the best time to start saving in a pension? The answer is simple – at the earliest possible moment. The first pound, euro, dollar or dirham you invest is the most valuable, as it has so much longer to grow in value. If you start in your twenties, it could be invested for 40 years or more, which means you have decades for compound interest to work its magic.
“You get growth upon growth upon growth, followed by more growth. The earlier you start the process, the more it will all roll up,” says Chris Davies, chartered financial planner at The Fry Group in Dubai.
This table shows how much you would have in your pension at age 65, depending on when you start and how much you pay in (it assumes your investments grow 7 per cent a year after charges and you have no other savings).
|
Age
|
$250 a month
|
$500 a month
|
$1,000 a month
|
|
25
|
$640,829
|
$1,281,657
|
$2,563,315
|
|
35
|
$303,219
|
$606,439
|
$1,212,877
|
|
45
|
$131,596
|
$263,191
|
$526,382
|
|
55
|
$44,351
|
$88,702
|
$177,403
|
WITHIN%20SAND
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Wenger's Arsenal reign in numbers
1,228 - games at the helm, ahead of Sunday's Premier League fixture against West Ham United.
704 - wins to date as Arsenal manager.
3 - Premier League title wins, the last during an unbeaten Invincibles campaign of 2003/04.
1,549 - goals scored in Premier League matches by Wenger's teams.
10 - major trophies won.
473 - Premier League victories.
7 - FA Cup triumphs, with three of those having come the last four seasons.
151 - Premier League losses.
21 - full seasons in charge.
49 - games unbeaten in the Premier League from May 2003 to October 2004.
