SMART TERMINOLOGY MARKER SYSTEM FOR A LANGUAGE TRANSLATION SYSTEM

Patent №

US 9,703,774

Granted

2017-07-11

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15292734

A terminology marker system integrates a terminology analytical component for quantifying the amount of linguistic noise found in the translation output as measured against a dictionary; further, correlating the noise measured on a continuous basis enables the analytical component to build terminology predictive models used in a feedback loop to upstream components of the supply chain to improve future translation of new content. The system also provides a smart terminology assessment component for assessing linguistic assets and improving the quality of those assets to assist in translation. The system also provides a smart terminology evaluation component that is able to analyze MT output to make smart decisions on reducing the amount of post editing corrections needed for delivering a persistent level of translation quality. The integration and configuration of the system component within a translation supply chain assists in delivering a reliable level of translation quality by reducing the linguistic noise across all components of the supply chain.

Machine learningNatural languageKnowledge representationAI hardwareG06F 40/47G06F 40/205G06F 40/242G06F 40/44G06F 40/45G06F 40/51

AI classification

Natural language1.00
Knowledge representation0.99
AI hardware0.89
Machine learning0.68
Vision0.25
Speech0.10
Planning0.04
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 400080185

Assignors

CHENON, CHRISTOPHE D., DRAPEAU, MARC P., ROJAS, FRANCIS X.

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

From the same owner

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