Translation System and Method

Patent №

US 11,036,940

Granted

2021-06-15

Filed 2018

Owner

MMT SRL

+1 more

Lab

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16118273

System and method for providing a computer-assisted translation from a source language to a target language, using a generic NMT model and a translation memory. An input text segment is received, and input context information is received. The input context information is indicative of circumstances in which the input text segment is used, the input text segment being in the source language. An estimated translation of the input text segment into the target language is calculated, using a generic neural machine translation “NMT” model for providing a generalised machine translation from the source language to the target language, and a translation memory comprising translation elements; each translation element comprising a source language text segment, a corresponding target language text segment. The estimated translation is provided to a user, for correction by the user. The translation memory is updated by storing the input text segment, the corrected translation, and the input context information, as a new translation element in the translation memory.

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.98
Vision0.97
Planning0.05
Evolutionary computation0.00

Ownership

MMT SRL

assignment · 496280570

FONDAZIONE BRUNO KESSLER

assignment · 496280690

Assignors

BERTOLDI, NICOLA, CAROSELLI, DAVIDE, FEDERICO, MARCELLO, TROMBETTI, MARCO, FARAJIAN, M. AMIN, NEGRI, MATTEO, TURCHI, MARCO

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

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