Quersprachliche Textklassifizierung unter Verwendung von in Charakter Eingebetteten Datenstrukturen

Details

Veröffentlichungs-Nr.

EP3518142

Aktenzeichen

EP19153457

Anmeldetag

24. Januar 2019

Veröffentlichung

21. August 2024

Erteilung

21. August 2024

Rechtsraum

EP

IPC

G06V10/82G06V30/40

Abstract

A device may be configured to obtain text from a document. The device may perform embedding to obtain a data structure indicating probabilities associated with characters included in the text and apply a first convolution to the data structure to obtain different representations of the characters included in the text. In addition, the device may apply parallel convolution to the different representations to obtain multiple sets of character representations, subsample the multiple sets of character representations, and pool the subsampled multiple sets of character representations into a merged data structure. The device may provide the merged data structure to a fully connected layer, of a convolutional neural network, to produce data representing features of the text; and provide the data representing features of the text to an inference layer, of the convolutional neural network, that provides data indicating a classification for the text.

Anmelder

Firma

Accenture Global Solutions Limited

Land

🇮🇪 Irland

Fachgebiete