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Archive by tag: Artificial intelligenceReturn

Building a Comprehensive View of Machine Translation’s Potential

It is no secret that machine translation (MT) has gone from a relatively niche solution to seeming ubiquity in just a few short years. A forthcoming report from CSA Research on MT use at language services providers shows a 51% increase in adoption since 2019, with over two-thirds of LSPs now using it openly. Similarly, cloud TMS developers reported that 2020 was the year when the majority of segments that they process involved MT. To help develop a comprehensive view of the technology’s role in...
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Augmenting Human Translator Performance

In the first episode of an iconic sci-fi television series, a NASA test pilot was seriously injured in the crash of an experimental aircraft. The emergency medical team replaced three of his four limbs and one eye with nuclear-powered bionic implants, while a voiceover intoned, “We can rebuild him. We have the technology. We can make him better than he was. Better...stronger...faster." The resulting six-million-dollar-man worked as a secret agent, using his now superhuman powers to battle ...
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Making the Best of a Bad Year: Five Lessons for 2021

As we look back at the annus horribilis that was 2020, what are some things we can learn and take forward to improve 2021 and come back stronger than ever? In this post, I summarize some of the lessons CSA Research has learned from our conversations with professionals working in enterprise localization departments, at LSPs, or as freelance linguists.
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Microsoft Custom Translator: A Big Step Forward

In late 2015 most developers still treated Neural Machine Translation (NMT) as a future technology that would come someday, but by the middle of 2016 several developers had released functional neural systems that seemed to outperform even the best statistical MT (SMT) engines. Since that point, momentum has shifted decisively in favor of NMT because it delivered better fluency in its output and seemed to promise the end of incomprehensible MT output. Eventually, this rate of stellar progress slo...
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Global BPO to Buy Lionbridge Data Annotation Business

TELUS International announced that it would buy Lionbridge’s artificial intelligence business unit in a deal worth US$935 million that is expected to close by December 31st. Let’s first explain what Lionbridge AI does, review the deal, analyze what it means to the language services and technology sector, and show what it represents to investors.
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TMS Is Dead. Long Live TMS.

A recent examination of how computing power has changed over time calculated how much it would cost today to rent all of the computer capacity that existed at various points in the past. Up until 1968 all the worlds computers’ combined capabilities fell short of what a single server could do in 2018. It was not until 1974 that the then-current capacity (roughly equal to 0.43 teraflops) would exceed £100/month to lease in today’s costs. This exponential drop in the real cost of computing power ...
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How Three Companies Strengthened Software Development Efforts During COVID-19

In our early-in-the-pandemic call for action by company leaders, CSA Research recommended that companies “learn from this experience and get ready now for when the crisis ends.” We echoed that advice in our report on the future of language services. Over the last few weeks we’ve been briefed by several LSPs and translation technology vendors about how they have used the slowdown to push new initiatives and projects and, as we suggested, develop new products. They said that the pandemic’s dis...
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Small AI Is Beautiful – Lots of Data Complements Buckets of Money

A reporter at a major business magazine recently asked CSA Research, “Which of the mega-tech companies won the AI war? Which of them will likely prevail in the battle over the next 10 years?” Our answer was that their users were the real victors – and those users typically run apps from Amazon, Google, and Microsoft. But we broaden the AI discussion beyond Amazon and Microsoft to language technology developers data and machine learning to eliminate unnecessary labor and operations.
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When DNA Includes AI, ML, and MT

An extremely popular gift for the holiday season is the family history DNA testing kit. Vendors such as MyHeritage and AncestryDNA advertise millions of users, increasing sales, and ever-improving analyses. No doubt, this week many people are eagerly awaiting the results of a test-tube full of saliva; wanting to confirm their expected heritage or to discover ancient roots – and expecting to have an absolute, definitive, and correct analysis of their ancestry. But it’s a bit like expecting a ma...
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Why Buy CAT Tools When NMT Rules?

Every day, nearly three quintillion bytes of digitized data come into being. This daily wave of new content supports interactions and transactions across the entire spectrum of human and machine activity – and localizing it is essential for many international business, governmental, and humanitarian activities. There is no sign of this daily growth in content volume slowing down – and with it comes gigantic projects to transform and translate it for other purposes and markets.
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