GENERATION OF TRAINING DATA FOR VERBAL HARASSMENT DETECTION

Patent №

US 11,620,987

Granted

2023-04-04

Filed 2020

Owner

BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD.

Lab

AI components

5

ml · nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17135015

In some cases, one or more heuristics can be automatically generated using a small dataset of segments previously labeled by one or more domain experts. The generated one or more heuristics along with one or more patterns can be used to assign training labels to a large unlabeled dataset of segments. A subset of segments representing an occurrence of verbal harassment can be selected using the assigned training labels. Randomly selected segments can be used as being indicative of a non-occurrence of verbal harassment. The selected subset of segments and randomly selected segments can be used to train one or more machine learning models for verbal harassment detection.

Machine learningNatural languageSpeechKnowledge representationAI hardwareG06F 40/216G10L 15/063G06F 40/30G06N 3/0464G06N 3/08G06N 3/0895G06N 3/09G06N 5/01+6 more

AI classification

Natural language1.00
Machine learning1.00
Speech1.00
AI hardware0.96
Knowledge representation0.95
Evolutionary computation0.33
Planning0.27
Vision0.10

Ownership

BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD.

assignment · 565670413

Assignors

LYU, YING, HAN, KUN

On an employer assignment, the assignors are typically the inventors.

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