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: 86.6 percent of Germans are fools

SOLUTION: Identity-attack

PROBLEM: Comment: Hey Ms. Puttin why does Manitoba have the cheapest hydro rates in North America? You should be crying out loud. idiot.

SOLUTION: Non-identity-attack

PROBLEM: Comment: Claiming to be transgender is a sign of mental illness. The military has no place for people with mental disabilities.  This is one of the times that President Obama played to the lowest denominator and is wrong.

SOLUTION:
Identity-attack