DUAL MONOLINGUAL CROSS-ENTROPY-DELTA FILTERING OF NOISY PARALLEL DATA AND USE THEREOF
Patent №
US 11,288,452
Granted
2022-03-29
Filed 2019
Owner
DIDI RESEARCH AMERICA, LLC
Lab
—
AI components
6
ml · nlp · vision · speech · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16523936
Sentence pairs can be filtered using dual monolingual conditional cross-entropy filtering. The filtered sentence pairs can be used to train a model for performing a language processing task, such as machine translation.
Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG06F 40/263G06F 40/40G06N 20/00
AI classification
Natural language1.00
Machine learning1.00
Speech1.00
AI hardware0.99
Vision0.96
Knowledge representation0.63
Evolutionary computation0.41
Planning0.05
Ownership
DIDI RESEARCH AMERICA, LLC
assignment · 498790557
Assignors
AXELROD, AMITTAI
On an employer assignment, the assignors are typically the inventors.
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