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: Wait a minute. That woman is perfectly able to talk about her "husband". How do you know she is NOT Gay, and she is the female half?

SOLUTION: Identity-attack

PROBLEM: Comment: Only Arabs doing what they do best, killing other Arabs. Black September, Darfur, ISIS/ISIL. Nothing new here.

SOLUTION: Identity-attack

PROBLEM: Comment: eric - If there were no illegal aliens in America, the illegal alien crime rate would be ZERO. Comprende' gringo?

Entering America ILLEGALLY, makes every single one of them a CRIMINAL. ... a 100% crime rate. DOH.

Memo to all illegal aliens.... "Get legal or get the hell out."

SOLUTION:
Identity-attack