During the municipal elections in spring 2017, a group of researchers and practitioners specialising in computer science, media and communication implemented a hate speech identification campaign with the help of an algorithm based on machine learning.
At the beginning of the campaign, the algorithm was taught to identify hate speech as diversely as possible, for example, based on the big data obtained from open chat groups. The algorithm learned to compare computationally what distinguishes a text that includes hate speech from a text that is not hate speech and to develop a categorisation system for hate speech. The algorithm was then used daily to screen all openly available content the candidates standing in the municipal elections had produced on Facebook and Twitter. The candidates' account information were gathered using the material in the election machine of the Finnish Broadcasting Company Yle.
All parties committed themselves to not accepting hate speech in their election campaigns. On the other hand, if the candidate used a personal Facebook profile instead of the page created and reported for the campaign, it was not included in the monitoring. Finnish word forms and the limited capability of the algorithm to interpret the context the same way humans do also proved to be challenging. The Perspective classifier developed by Google for the identification of hate speech has also suffered from the same problems in recognising the context and, for example, spelling mistakes.
Who wants to play, "Trigger the Algorithm" with false positives? "This mosaic is too dark. Let's use more white tiles here, and here."
(Score: 1, Interesting) by Anonymous Coward on Sunday October 15 2017, @09:23PM (3 children)
Will this also classify as hate speech all observations along the lines that people who regulate hate speech, hate speech?
Actually a serious question. I've heard it seriously proposed that criticising hate speech regulations is inherently hate speech. (On a college campus, mostly, but also elsewhere.)
(Score: 3, Informative) by The Mighty Buzzard on Sunday October 15 2017, @10:28PM
Almost certainly.
My rights don't end where your fear begins.
(Score: 0) by Anonymous Coward on Monday October 16 2017, @09:10AM (1 child)
Is it also hate speech to say that you hate hate speech?
(Score: -1, Flamebait) by Anonymous Coward on Monday October 16 2017, @03:27PM
No, that's SJW virtue signalling.
Now you're thinking meta!