GENERATING MULTI-LANGUAGE SOCIAL NETWORK USER PROFILES BY TRANSLATION

Patent №

US 9,747,281

Granted

2017-08-29

Filed 2015

Owner

LINKEDIN CORPORATION

Lab

AI components

6

ml · nlp · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14961266

Techniques are provided to allow users of a social network to have multilingual profiles (or profiles in second languages that are different than the users' native, or original, profile languages). In one technique, a translation model is applied to one or more data items (in a first language) in a user's profile to generate translated data items in a second language. The translated data items are displayed to the user (or an online social “friend” of the user) and the user is allowed to select one of the translated data items to include in the user's “second language” profile. The selection may then be used to improve the translation model.

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
Vision0.83
AI hardware0.82
Evolutionary computation0.52
Knowledge representation0.26
Speech0.03

Ownership

LINKEDIN CORPORATION

assignment · 372270307

Assignors

ZHAO, BING, CHANG, PI-CHUAN, DUAN, TIANHUA, BIKEL, DANIEL, YU, ADA

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

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