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: The author of this little piece of trashy fiction should be fired.

SOLUTION: Non-identity-attack

PROBLEM: Comment: I would rather live in a house with a fence. 

Some people won't get along. 

You will always have to watch over your kids / teenagers because most likely, there is a male or female sexual molester in the group of people.

SOLUTION: Non-identity-attack

PROBLEM: Comment: They should be charged and deported to their original home.  Come in the legal way or go back.  As well, there should be a Muslim tax to pay for all the atrocities of Christians that are killed in the name of Islam, the religion of peace.

SOLUTION:
Identity-attack