Amazon Technologies, Inc.

Faizi Siddiqui

Mohammed Nazeeruddin

Bin Zhu

Mohamed Thahir Peer Mohamed

Influential token combinations corresponding to various classes associated with a machine learning model trained to classify text collections expressed in a first language are identified. A similarity metric between one or more influential token combinations and a classification candidate text collection (expressed in a second language) is determined. A substitute text collection corresponding to the classification candidate is generated based at least partly on the similarity metric. The substitute text collection is used as input to one or more machine learning models to identify a predicted class of the classification candidate.

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Medina, WA, United States of America

Faizi Siddiqui