Manchester City's Raheem Sterling and Kyle Walker were racially abused on Instagram after the team's 1-0 loss to Chelsea in Saturday's Champions League final, and the social media firm has removed the accounts of those guilty.
Sky Sports reported that the pair were sent monkey emojis on their Instagram pages after the game.
"The racist abuse sent to these players last night is abhorrent and we don't want it on Instagram," a representative of Facebook, which owns Instagram, said in a statement on Sunday.
"We swiftly removed a number of comments and accounts for breaking our rules and we're continuing to review and take action against those that violate our policies."
It added that: "No single thing will fix this challenge overnight but we're committed to doing what we can to keep our community safe from abuse."
In February, English football bodies sent an open letter to Facebook and Twitter, urging them to block and swiftly take down offensive posts, as well as to improve the verification process for users.
Instagram has announced new measures and Twitter vowed to continue its efforts after taking action on over 700 cases of abuse related to football in Britain in 2019.
This month, Britain said a planned new law would see social media firms fined up to 10% of turnover or £18 million if they failed to stamp out online abuse, while senior managers could also face criminal action.