公开(公告)号：US20170322923A1

公开(公告)日：2017-11-09

申请号：US15146061

申请日：2016-05-04

Applicant: Google Inc.

Inventor： Lucas Gill Dixon ,  Peter Junteng Liu ,  Ambarish Jash ,  Deepa Vivekanandan ,  Christopher John Adams ,  Andrew Mingbo Dai

IPC: G06F17/27 ,  G06N5/04 ,  G06N99/00

CPC classification number: G06N5/04 ,  G06F17/274 ,  G06F17/2785 ,  G06N3/0445 ,  G06N3/0454 ,  G06N3/08

Abstract: A computer-implemented technique can include obtaining a vector-based language model associating elements of an unlabeled corpus that have similar meanings, training a machine-learning classifier using the vector-based language model and a labeled corpus of text that has been annotated as having a particular level of abusiveness, obtaining a text, determining a prediction for the text using the machine-learning classifier, the prediction being indicative of a level of abusiveness of the text, and based on the level of abusiveness of the text, selectively outputting a recommended action with respect to the text.