This is because the data is fundamentally and inextricably embedded with anti-social sentiments[1]: language embedded with sentiments reflecting competition and

This is because the data is fundamentally and inextricably embedded with anti-social sentiments[1]: language embedded with sentiments reflecting competition and fear rather than cooperation and mutual aid sentiments. All that nightmare data (which we generate, look I'm doing it now), is a reflection of the joys and traumas of people writing it, and if the majority of the NLP chat data is anti-social then there is no possible other outcome. You cannot fix this with more "filtering" as the data is embedded in almost all written text. You have to change the sentiment. [1]https://snap.stanford.edu/class/cs224w-2016/projects/cs224w-35-final.pdf https://snap.stanford.edu/class/cs224w-2016/projects/cs224w-...