METHOD OF TRAINING A DESCRIPTIVE TEXT GENERATING MODEL, AND METHOD AND APPARATUS FOR GENERATING DESCRIPTIVE TEXT

Patent №

US 11,157,698

Granted

2021-10-26

Filed 2018

Owner

BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO.,LTD.

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16176783

The present disclosure provides a method of training a descriptive text generating model, and a method and apparatus for generating a descriptive text, wherein the method of training a descriptive text generating model comprises: obtaining training data, the training data comprising: a notional word, a first descriptive text and a second descriptive text of the notional word, wherein the second descriptive text is a concise expression of the first descriptive text; regarding the notional word and the first descriptive text of the notional word as input of a seq2seq model, regarding the second descriptive text of the notional word as output of the seq2sequ model, and training the seq2seq model to obtain a descriptive text generating model. The descriptive text generating model according to the present disclosure can implement generation of a concise descriptive text with respect to the notional word in a deep understanding manner.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 16/345G06F 16/36G06F 16/951G06F 18/214G06F 40/295G06F 40/30G06F 40/56G06N 7/01+4 more

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
AI hardware1.00
Planning0.93
Speech0.88
Vision0.13
Evolutionary computation0.00

Ownership

BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO.,LTD.

assignment · 480310195

Assignors

HUANG, JIZHOU, SUN, YAMING, ZHANG, WEI, WANG, HAIFENG

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

From the same owner

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