Instagram has quality root detection
Negative comments
In response to abusive and negative comments on users' photos, Instagram has made efforts to give users more control over their posts and accompanying comments field. In July 2016, it announced that users would be able to turn off comments for their posts, as well as control the language used in comments by inputting words they consider offensive, which will ban applicable comments from showing up. After the July 2016 announcement, the ability to ban specific words began rolling out early August to celebrities, followed by regular users in September. In December, the company began rolling out the abilities for users to turn off the comments and, for private accounts, remove followers.In June 2017, Instagram announced that it would automatically attempt to filter offensive, harassing, and "spammy" comments by default. The system is built using a Facebook-developed deep learning algorithm known as DeepText (first implemented on the social network to detect spam comments), which utilizes natural-language processing techniques, and can also filter by user-specified keywords.In September 2017, the company announced that public users would be able to limit who can comment on their content, such as only their followers or people they follow. At the same time, it updated its automated comment filter to support additional languages.In July 2019, the service announced that it would introduce a system to proactively detect problematic comments and encourage the user to reconsider their comment, as well as allowing users the ability to "restrict" others' abilities to communicate with them, citing that younger users felt the existing block system was too much of an escalation.An April 2022 study by the Center for Countering Digital Hate found that Instagram failed to act on 90% of abusive direct messages (DMs) sent to five high-profile women, despite the DMs being reported to moderators. The participants of the study included actress Amber Heard, journalist Bryony Gordon, television presenter Rachel Riley, activist Jamie Klingler and magazine founder Sharan Dhaliwal. Instagram disputed many of the study's conclusions.
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