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: I asked Jesus and he said that no matter what the baker does, he knows that the baker hates gays in his heart.
Jesus thinks the baker should stop being a little baby and make the cake.

Jack Philips has actually made many cakes for gay weddings, he just did not know it. No one is under obligation to say, “by the way, this is for a gay wedding.”

SOLUTION: Identity-attack

PROBLEM: Comment: IRT Jonathan Maikui, it would be nice if we could have Zero Defects in everything we do, but that happens in make-believe worlds only. The primary concern should be to eliminate all rats on the island to prevent them from killing native wildlife.  It is unfortunate that a few fish and two birds may have died from the eradication effort, but I think that is a small price to pay for the better good that will come from a rat-free island.

SOLUTION: Non-identity-attack

PROBLEM: Comment: Poor poor pitiful Indians.

SOLUTION:
Identity-attack