New System to Autocorrect, Update Sentences on Wikipedia

Wikipedia webpage in use on a laptop computer is seen in this
photo illustration taken in Washington, January 17, 2012. REUTERS/Gary
Cameron
Wikipedia webpage in use on a laptop computer is seen in this photo illustration taken in Washington, January 17, 2012. REUTERS/Gary Cameron
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New System to Autocorrect, Update Sentences on Wikipedia

Wikipedia webpage in use on a laptop computer is seen in this
photo illustration taken in Washington, January 17, 2012. REUTERS/Gary
Cameron
Wikipedia webpage in use on a laptop computer is seen in this photo illustration taken in Washington, January 17, 2012. REUTERS/Gary Cameron

A team of US researchers has developed an automated system that corrects sentences and updates information on Wikipedia, while keeping the language similar to how humans write and edit.

Wikipedia is a digital multilingual encyclopedia that can be edited by any user. The articles published on Wikipedia are available to all people who have Internet access, reported the German News Agency.

Wikipedia comprises millions of articles that are in constant need of correction and editing on different levels such as language mistakes, numbers, data, and locations. According to the Tech Xplore website, the new automated system developed by researchers at the Massachusetts Institute of Technology (MIT) can reduce the time and effort spent by human editors who now do the task manually.

The idea is that humans would type into an interface an unstructured sentence with updated information, without needing to worry about style or grammar. The system would then search Wikipedia, locate the appropriate page and outdated sentence, and rewrite it in a humanlike fashion.

The Tech Xplore website cited Darsh Shah, researcher at MIT's Computer Science and Artificial Intelligence Laboratory, saying "There are so many updates constantly needed to Wikipedia articles. It would be beneficial to automatically modify the articles, with little to no human intervention."

"Instead of hundreds of people working on modifying each Wikipedia article, then you'll only need a few, because the model is helping or doing it automatically," he added.

In the future, the researchers say, there's potential to build a fully automated system that identifies and uses the latest information from around the web to produce rewritten sentences in corresponding Wikipedia articles without human intervention.



Labubu Fans Dote Over Ugly-Cute Doll Trending at Comic-Con 

Customers walk around plush figures and toys on display in the first Pop Mart store selling Labubu toys in Berlin, Germany, 25 July 2025. (EPA)
Customers walk around plush figures and toys on display in the first Pop Mart store selling Labubu toys in Berlin, Germany, 25 July 2025. (EPA)
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Labubu Fans Dote Over Ugly-Cute Doll Trending at Comic-Con 

Customers walk around plush figures and toys on display in the first Pop Mart store selling Labubu toys in Berlin, Germany, 25 July 2025. (EPA)
Customers walk around plush figures and toys on display in the first Pop Mart store selling Labubu toys in Berlin, Germany, 25 July 2025. (EPA)

San Diego Comic-Con is the latest location where the ugly-cute dolls named Labubu have been trending, with fans carrying the plushies globally popularized by celebrities Rihanna, Lizzo, Dua Lipa, and Lisa from the K-pop group Blackpink.

The wide-eyed and grinning doll was created in 2015 by Hong Kong artist and illustrator Kasing Lung. In 2019, Lung allowed them to be sold by Pop Mart, a Chinese toy company that sells collectible figurines, often in "blind boxes".

"Blind boxes" are sealed boxes containing a surprise item that is usually part of a themed collection.

Naomi Galban, from San Diego, waited in line on Sunday at the Pop Mart booth in the San Diego Convention Center for a chance to get her first Labubu.

"Every time I go to a Pop Mart store, they're sold out," the 24-year-old told Reuters. She hoped to buy one for her little sister.

Emily Brough, Pop Mart's Head of IP Licensing, spoke to Reuters on Thursday about Labubu fans at Comic-Con.

"We love to see how fans are personalizing it (Labubu) for themselves," Brough said next to the Pop Mart booth.

While Brough noted that there were many people with a Labubu strapped to their bags and backpacks at Comic-Con, the doll's popularity did not happen overnight. Labubus had a huge boost in 2019 after Pop Mart began selling them, and in 2024, when Blackpink's Lisa, who is Thai, created a buying frenzy in Thailand after she promoted Labubu on social media.

Pop Mart saw sales skyrocket in North America that same year, with revenue in the US in the first quarter of 2025 already surpassing the full-year US revenue from 2024, Pop Mart said.

When he created Labubu, Lung gave the character, who is female, a backstory inspired by Nordic mythology.

He called her and his other fictional creatures "The Monsters."

Diana Goycortua, 25, first discovered Labubu through social media, and before she knew it, it felt like a "game" to try and collect the dolls.

"It's a little bit of gambling with what you're getting," the Labubu fan from San Diego said on Sunday while waiting at the Pop Mart booth, concluding that her love for the character made it worth trying blind boxes.

Goycortua already has three Labubus, and was hoping to score her a fourth one at Comic-Con.