Our Analysts' Insights
X

Our Analysts' Insights

Blogs & Events / Blog
Archive by author: Arle LommelReturn

Senior Analyst

Focuses on language technology, artificial intelligence, translation quality, and overall economic factors impacting globalization

“Misusing” Large Language Models and the Future of MT

Large language models have been in the news a lot in November and December and the coverage has been mixed, to put it mildly. Meta posted its Galactica model on November 15 but took it down just three days later in the face of intense criticism. By contrast, when OpenAI released ChatGPT two weeks later, on November 30, the response was much more positive. Examining why the reactions were so different provides insight into the potential and limitations of machine translation (MT) as well as cauti...
Read More

Let Data Save Your Budget

It’s planning time once again, but this task is especially fraught this year as companies are facing another year of turmoil just as large-scale pandemic woes seemed to end. But now, looking at hyperinflation levels not seen in the US and western Europe since the 1970s, companies are naturally cautious. Localization groups – usually treated as a necessary evil in the best of times – may find themselves the target of bean counters eager to save money. So what are you to do when executives and ...
Read More

Curves Ahead: MT and the Future of Language Technology

Technology developments tend to follow a typical pattern of improvement over time, known as an S-curve. Although it is a familiar pattern, it is worth unpacking its five phases and considering how they apply to language technology and forecasts about it. Examining how they have played out with successive generations of machine translation points to a future in which other advanced natural language processing technologies have tremendous potential to deliver useful and innovative capabilities.
Read More

Sentient AI: Parrot, Parity, or Parody?

Last week, the Washington Post published an article about Blake Lemoine’s claim that his employer Google’s LaMDA language model/chatbot system had achieved sentience and had a “soul.” Lemoine, an engineer in the company’s responsible AI group, based his assertion on a dialogue in which LaMDA expressed human-seeming sentiments and concepts. Google placed Lemoine on leave, thereby sparking renewed discussion about what machine sentience is and what it means. What can the experience of the lan...
Read More

Swiss Cheese and Customer Experience

In the late 19th century my great-grandfather, Otto, smuggled the culture for Gruyère cheese from Switzerland to the United States. Thinking about him reminds me of the “Swiss Cheese Model,” an approach to accident prevention that focuses on putting up multiple barriers that should collectively prevent major mishaps even if one or more of them has a hole in it. A similar “Reverse Swiss Cheese Model” applies to international customer experience. To see how, imagine an English-centric company ...
Read More

MT as a Platform Service

Last August when I delivered the opening keynote at the MT Summit on “responsive MT,” one trend that I identified was the emergence of MT as a platform-level service provided by creators of enterprise ecosystems. Although this move has just started, it will be one of the biggest drivers for growth of language services in the coming years as it creates an expectation of ubiquitous multilingualism across a wide variety of services.
Read More

Happy 30th Birthday, Unicode!

In October 1991, Unicode 1.0 was first released. In the 30 years since that publication an entire generation of language workers have been educated and started work, never having had to know the “joys” of trying to ungarble text that had gone through multiple encodings. The introduction of Unicode has simplified life for many of us and allowed millions and millions of people to access digital resources in their own languages.
Read More

7 Steps to Ensure Japanese Linguistic Quality

So you want to be big in Japan? What does it take to promote your brand in the country and how can you avoid being seen as a sub-par performer in a market widely known for its expectations for excellence? The Japanese market is an attractive prospect for foreign companies. As of 2021, Japan accounts for 5.7% of the world’s online economic potential, despite having just 2.8% of the global Internet-connected population. This post describes seven steps you can take to ensure that your Japanese con...
Read More

Recognizing a Pioneer in Language Teaching

Early in my career, my wife and I lived a few houses down from a truly extraordinary woman named Lorna Call Alder. Born in 1906, Lorna was the first person to develop a now-ubiquitous approach to foreign-language education that emphasizes the deliberate and careful introduction of vocabulary in context and repetition in use within instructional materials. Almost every translator today who has learned a language through formal education owes a small debt of gratitude to this humble woman, who pas...
Read More

Responsive Machine Translation: The Next Frontier for MT

CSA Research’s recent survey-based examinations of machine translation deployment at language service providers, enterprises, government agencies, and among freelancers revealed an ever-widening engagement with the technology. Although it didn’t surprise us, we also found widespread skepticism of claims that MT has reached human parity with numerous calls in open-ended survey comments for “truth in advertising.” Just as significantly, we saw widespread desire for MT to be more suitable for t...
Read More
Page 1 of 7 FirstPrevious [1]

Subscribe

Name

Categories

Follow Us on Twitter