US 2022/0012429 A1 · MACHINE LEARNING ENABLED TEXT ANALYSIS WITH MULTI-LANGUAGE SUPPORT

Abstract

A language determination model may be applied to select a first machine learning model or a second machine learning model to analyze the input text. The first machine learning model trained to analyze text in a first language, the second machine learning model trained to analyze text in a second language, and the input text may be in a third language. The language determination model may select the first machine learning model based on the first machine learning model having a better performance analyzing text in the third language than the second machine learning model. The language determination model may be updated based on an actual performance of the first machine learning model analyzing the input text. Moreover, the first machine learning model may be subject to additional training if the actual performance of the first machine learning model analyzing the input text is below a threshold value.

Claims20

Dependent claims

A system, comprising:

at least one data processor;
and
at least one memory storing instructions which, when executed by the at least one data processor, result in operations comprising:
applying a language determination model to select, based at least on a language of an input text, a first machine learning model or a second machine learning model to analyze the input text, the first machine learning model trained to analyze text in a first language, and the second machine learning model trained to analyze text in a second language;
and
analyze the input text by at least applying, to the input text, the first machine leaning model or the second machine learning model selected by the language determination model.

3 more elements

Dependencies are inferred from the claim text.

Machine learning enabled text analysis with multi-language support

Life of this patent

Machine learning enabled text analysis with multi-language support

Life of this patent

Abstract

Claims20