before_sent:  We additionally release code, a new intrinsic metric, and an annotated test set for gender bias for hatespeech .
before_sent_with_intent: <clarity>  We additionally release code, a new intrinsic metric, and an annotated test set for gender bias for hatespeech .
after_sent:  To aid this effort, we release code, a new intrinsic metric, and an annotated test set for gender bias for hatespeech .