公开(公告)号：US10810373B1

公开(公告)日：2020-10-20

申请号：US16175533

申请日：2018-10-30

Applicant: Oath Inc.

Inventor： Aasish Pappu ,  Kapil Thadani ,  Nasser Zalmout

IPC: G06F17/27 ,  G06F40/284 ,  G06N20/00 ,  G06F16/31 ,  G06F16/33 ,  G06F40/30 ,  G06F40/232 ,  G06F40/295

Abstract: Systems and methods are disclosed for utilizing a comment moderation bot for detecting and normalizing neologisms in social media. One method comprises transmitting, by a neologism normalization system, a comment moderation bot for detecting neologisms on an online platform maintained by one or more publisher systems. The comment moderation bot may aggregate data related to user comments and transmit the aggregated data to the neologism normalization system for further processing. The neologism normalization system implements unsupervised machine learning models for detecting neologisms in the aggregated data through tokenization and filtering; and normalizing the neologisms through similarity analysis and lattice decoding.