Lahore Herald
3 min readOct 19, 2021


Facebook Denies Weak Performance on Hateful Content Removal

Facebook has disputed claims that its algorithms are only removing a tiny proportion of postings that include hate speech from the social media platform. According to the Wall Street Journal, Facebook denies his weak performance over removal of hateful content from the platform. To detect and remove such content, the firm employs automated technologies in addition to traditional techniques.

According to the Wall Street Journal (WSJ), stolen papers indicate that only a small proportion of the problematic information is really eliminated by the software. Facebook, on the other hand, asserted that it has recently had progress in decreasing hate speech on its site.

As reported by the Wall Street Journal, material from stolen internal Facebook papers includes information on a team of employees who purportedly discovered that the technology was successful in deleting just 1 percent of postings that violated the social media company’s own guidelines.

It was purportedly revealed in March 2021 that Facebook’s automatic takedown operations were removing postings that generated just 3 to 5 percent of overall views of hate speech, according to an internal study.

According to reports, Facebook has also slashed the amount of time that human reviewers spend on vetting hate speech complaints lodged by Facebook users.

According to the Wall Street Journal, this move, which occurred two years ago, “rendered the business increasingly reliant on artificial intelligence to enforce its rules and exaggerate the apparent effectiveness of the technology in its publicly available data.”

Facebook has categorically disputed that it is failing in its efforts to combat hate speech. Following up on his blog post from earlier this month, Guy Rosen, Facebook’s vice president of integrity, suggested that an alternative measure be used to assess the company’s success in this area.

Mr Rosen also out that the prevalence of hate speech on Facebook — the quantity of such material viewed on the site — has decreased as a fraction of all content read by users, according to the data he presented.

According to him, hate speech accounts for 0.05 percent of all views, or five views out of every 10,000, and has decreased by 50 percent in the previous nine months, according to the data.

As he said further, “Prevalence is how we evaluate our work internally, and it is for this reason that we use the same statistic publically.”

Mr Rosen also stated that more than 97 percent of the stuff that is deleted is proactively discovered by Facebook’s algorithms — before it is reported by users who have been exposed to the content in question. The Wall Street Journal’s most recent piece regarding hate speech is just one in a string of similar stories about Facebook that have been published in recent weeks.

The reports are based in large part on internal Facebook papers that were leaked and supplied to the newspaper by Frances Haugen, a former Facebook employee. Their complaints are in response to a variety of content moderation issues, ranging from anti-vaccine disinformation to violent videos, as well as the experiences of younger Instagram users on the platform, which is owned by Facebook.

On Monday, Facebook’s vice-president of global affairs, Nick Clegg — the former deputy prime minister of the United Kingdom — joined the chorus of those opposing the company’s actions.

His blog stated that “many articles have featured blatant mischaracterizations of what we are attempting to achieve, and have assigned egregiously incorrect intentions to Facebook’s leadership and staff.”

Read more: Microsoft shuts down LinkedIn in China

Published in Lahore Herald #FacebookContentRemovalPerformance, #FacebookHatefulContentRemoval, #FacebookOnContentRemoval, #FacebookStatementOnHatfulContent, #FacebookUpdate Published in Lahore Herald



Lahore Herald

Lahore Herald is a Pakistani internet media company based in Lahore,it began operations as a social news and entertainment company with a focus on digital media