Kategorisierung mit Neuronalem Graphnetzwerk und Sprachmodell

Details

Veröffentlichungs-Nr.

EP4769175

Anmeldetag

24. Dezember 2024

Veröffentlichung

1. Juli 2026

Rechtsraum

EP

Abstract

Certain aspects of the disclosure provide techniques for categorization by a device. An example method includes receiving input information regarding a plurality of classification targets and a plurality of categories for classification of the plurality of classification targets; generating a plurality of embeddings for the input information using a first model, the plurality of embeddings including: a set of first embeddings associated with the plurality of classification targets, and a set of second embeddings associated with the plurality of categories; determining that a similarity score for the set of first embeddings and the set of second embeddings fails to satisfy a threshold; generating, based on the similarity score failing to satisfy the threshold and using a graph neural network (GNN), a classification of the plurality of classification targets in accordance with the plurality of categories; and outputting information regarding the classification.

Anmelder

Firma

Intuit Inc.

Land

🇺🇸 USA