The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 14, 2022
Filed:
Sep. 09, 2019
Yandex Europe Ag, Lucerne, CH;
Anton Aleksandrovich Dvorkovich, Moscow, RU;
Boris Andreevich Kovarsky, Bratsk, RU;
YANDEX EUROPE AG, Lucerne, CH;
Abstract
Methods and servers for training a Machine Learning Algorithm (MLA) for translation of text are disclosed. The MLA has been trained using a first plurality of string pairs. The first plurality of string pairs has a natural proportion of string pairs of each context. The MLA is biased to generate the given parallel string as a translation of the respective string occurred in the main context. The method includes determining a second plurality of string pairs comprising a controlled proportion of string pairs of each context. The second plurality of string pairs are associated with labels indicative of the respective contexts. The method comprises re-training the MLA using the second plurality of string pairs and the respective labels. The MLA is re-trained to determine a given context of a given string and generate a respective parallel string as a translation having considered the given context.
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