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Re:Emoji and Deep Learning by hollythebeaver on Thursday June 09, 2016 @05:01PM (#11872357)
It's also a little... racist. If you feed it with emojis it spits out other emojis (I was testing if it could spit out text from emoji input) But what happens if you change the skintone of the emojis?

White arm: http://i.imgur.com/KTNky0O.png Obvious connection to sports, sunglasses(like saying "cool" in this context)

Black arm: http://i.imgur.com/uXtSRfc.png Policeman searching something, a location marker(search location?)

Re:Emoji and Deep Learning by spaky on Thursday June 09, 2016 @05:23PM (#11872501)
(I am also a dev for Dango)

This is definitely a concern and something we've though about but not yet fully solved. The neural net is trained on real world data which unfortunately includes various types of questionable, racist, sexist, etc content. We already blacklisted emoji combination that are too often triggered in racist ways. However such a system is very difficult to audit completely.

Your example comparing different skin tone modifiers is a good one that we hadn't thought of. I've made a note of it so we can try and improve.

Re:Emoji and Deep Learning by gohrt on Thursday June 09, 2016 @05:14PM (#11872440)
racism is in the eye of the beholder. You've injected a lot of non-standard meaning into those emoji.

http://emojipedia.org/customs/

Re:Emoji and Deep Learning by wxs on Thursday June 09, 2016 @05:39PM (#11872590)
Yeah this is a real challenge with AI systems, they reflect both our worst and our best back at us, we're still struggling with the best way to deal with this.

Although in this particular case it's actually just a bug: Dango gets confused by any skin tone modifier character, since they're not supported on Android (our target platform). Try putting in a "white" arm and you'll see the same results. They're actually just our "Dango is confused by this input" results.

We should fix the bug, of course!

Re:Emoji and Deep Learning by bobbles on Friday June 10, 2016 @12:25AM (#11874295)
I'm seriously struggling to make the 'racist' connection with your second photo here