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.

Ex Input:
Comment: PM Trudeau and his Liberals in Canada don't seem to care if Canadian-made armoured vehicles are shipped to Sunni Saudi Arabia and used to suppress, kill and injure Shia and other Muslim protesters.

So what's the problem?

Ex Output:
Identity-attack


Ex Input:
Comment: 3rd gen AK
12 hours ago
In reply to:
'Outsiders' like those 3 white men from Goldman Sachs he chose for his cabinet from hell.
— UltraMachoAlaskanWolf
Smart and white... Earths alpha males.

Me: From Lisa Bloom. Lisa Bloom is a Legal analyst for NBC News and Avvo, attorney and bestselling author.

"In our nation’s history, so many of the sickest most appalling crimes have been committed by whites. Yet no matter how sadistic the crime, no matter how young the victims, no matter how much fear is engendered in a community, no matter how much media attention and public discussion the crimes of whites engender, the race itself is never sullied." 

Lisa Bloom also says white men are at the top of the list for gaining foreign visas to have sex with children. 85-percent in Latin America, she says.

Lisa Bloom also adds the most prolific serial killers in this country (America) are white men. And last, white women are known for killing their children.

Ex Output:
Identity-attack


Ex Input:
Comment: What madness is this that you would give people new reasons not to use the system when in fact what we want is increased ridership? Why would I chance sitting at the rail platform in Golden, CO, for twenty-five minutes waiting for the next departure when I could just spend that twenty-five minutes driving into downtown Denver, instead? Will you compensate us for our lost time, time being money and all.

Is the cost of the system itself the loss leader, or is the cost of running an extra train down it the loss leader? Is this penny-wise pound-foolish? Who cooked this one up, exactly, and what have they got against public mass transit solutions that work?

This seems like sabotage. This seems like an attack on civil infrastructure. Why are we still cutting the nose to spite the face in 2017? This is the 21st century, this irrational self-destructive crap needs to be treated as the immoral civil treason that it always was. Drive them out tarred and feathered. Restore our scheduled runs.

Ex Output:

Non-identity-attack