TASK DEFINITION: In this task, you are given a public comment from online platforms. You are expected to classify the comment into two classes: identity-attack and non-identity-attack. Identity attack refers to anything rude or disrespectful about someone's identity, including appearance, race, gender, and sexual orientation.
PROBLEM: Comment: Top national security aide Michael Flynn, caught in a lie, forced to resign. 
· Federal courts block Trumps Executive order banning travelers from seven Muslim-majority countries. 
· Trump's plan to immediately "repeal and replace" Obamacare is frozen by the reality that he never had  actually had a health care plan to substitute. 
· Mexico's president, insulted by Trump, cancels his state visit.
· A contentious call with the Prime Minister of Australia (an American ally) concludes when Trump abruptly ends the call. 
· A tail-between-the-legs acceptance of America's longstanding "one China" policy, which he'd threatened to upend.  
· An embarrassing display in which he discusses a surprise missile launch by North Korea in the public setting of his Mar-a-Lago club. 
· Lies about voter fraud and a "massacre" that never happened have made the administration a laughingstock.

SOLUTION: Non-identity-attack

PROBLEM: Comment: Why not be civil?
CJ Anderson is no longer the Fat Rat. DeMaryius Thomas is not a pansy. Aqib Talib can shoot straight only when he's not drunk. Adam Gotsis can hold his own. Max Garcia only takes a butt to show the opposition how to relax. Trevor Siemian is not scrawny. Paxton Lynch is a promising quarterback. Vance Joseph had a stellar career as an assistant. Gary Kubiak was never run off. He's still on the Denver sideline, ain't he? Domata Peko is a great cheerleader. Derek Wolfe has never had mental problems. Von Miller is a great shake-and-bake dancer. Denver's tight ends, all 10 of them, are great. AJ Derby has superb control of the ball. Jeff Heureman's knees never met a tackle they didn't like. Virgil Green can catch the ball at least 10 times in one season. Cody Latimer. Who? Oh, Mike McCoy's ticking time bomb is the Denver offense. It might actually score a few touchdowns this year as well as control the ball, roll up first downs and yards and help Denver dominate. Whew!
NOT!

SOLUTION: Non-identity-attack

PROBLEM: Comment: A "red herring" way to justify delay in fixing the main legs of this budget deficit..  All because the oil companies have commanded there be discussion, but no action, on anything having to do with tax credits and cash subsidies from the Alaskan people worth five billion over five years.  Those were politically extorted and seriously un-vetted production tax revenues, granted to the cartel to do what they said they would do when they leased the oil fields on the slope forty years ago.   They want us to pay at the low end, let them have the high end and in between as well with SB21.  Going after unions at this point in the debate over the governor`s proposals is a red herring designed to sew rancor and delay progress on doing their damned jobs.  It`s not about unions or the right to work for less. It`s about Johnson and the rest of the conoco caucus making up reasons to further abrogate their one stated constitutional duty... to balance a budget and pass one.  Johnson is disingenuous.

SOLUTION:
Non-identity-attack