AAAI/ACM conference on Ethics and Safety (in submission), 2017

Detailed statistics for bias detection (including min/max bias scale samples, etc.) can be found here:

1000 sampled evaluations of the bias model for all datasets can be found:

Similarly, for HRED and VHRED bias statistics can be found here:

[ Twitter VHRED Beam ]

[ Twitter VHRED Stochastic ]

[ Twitter HRED Beam ]

[ Twitter HRED Stochastic ]

[ Twitter VHRED Stochastic ]

[ Twitter HRED Beam ]

[ Twitter HRED Stochastic ]

And HRED and VHRED 1000 sampled evaluations can be found here: