METHOD AND APPARATUS FOR GENERATING INFORMATION

Patent №

US 11,062,089

Granted

2021-07-13

Filed 2018

Owner

BAIDU ONLINE NETWORK TECHNOLOGY (BEIJING) CO., LTD.

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16133288

A method and an apparatus for generating information are provide according to embodiments of the disclosure. A specific embodiment of the method comprises: acquiring to-be-analyzed information according to a target keyword; and inputting the to-be-analyzed information into a pre-established sentiment analysis model to generate sentiment orientation information of the to-be-analyzed information. The sentiment analysis model is obtained through following training: acquiring untagged sample data and tagged sample data; generating tag information corresponding to the untagged sample data using a pre-established tag generation model, and using the untagged sample data and the generated tag information as extended sample data, the tag generation model being used to represent a corresponding relationship between the untagged sample data and the tag information; and obtaining the sentiment analysis model by training using the tagged sample data and the extended sample data.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06F 16/355G06F 18/2155G06F 18/2185G06F 40/279G06F 40/30G06N 3/0499G06N 3/08G06N 3/0895+4 more

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation0.98
Vision0.64
AI hardware0.55
Planning0.02
Speech0.01
Evolutionary computation0.00

Ownership

BAIDU ONLINE NETWORK TECHNOLOGY (BEIJING) CO., LTD.

assignment · 472160011

Assignors

YAN, SHENGLI, YIN, CUNXIANG, YONG, QIAN, WEI, TING, LI, AIKUN, WANG, LU, LIU, LICEN, WU, WEIJIA

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

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