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: This guy hears "gag" and immediately has gay thoughts.  User name checks out.

SOLUTION: Identity-attack

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: She was french kissed, not sexually harassed! It only happened once, and was not a pattern of behavior of any kind. It was borish, nothing else.

SOLUTION:
Non-identity-attack