System und Verfahren zur Halbüberwachten Taxonomiemarkierung von Dokumenten

Details

Veröffentlichungs-Nr.

EP4664317

Aktenzeichen

EP25180420

Anmeldetag

3. Juni 2025

Veröffentlichung

17. Dezember 2025

Rechtsraum

EP

IPC

G06F16/31

Abstract

A method, computer program product, and computing system for transforming a plurality of content portions into a plurality of embeddings using a language model. A graph is generated with nodes representing respective embeddings and an edge between a pair of nodes representing a similarity distance between the respective embeddings that is less than or equal to a predefined threshold. A category prediction is generated for each content portion by processing the graph using a graph neural network. A loss function is determined using a plurality of predefined categories and the category predicted for each content portion. The language model and the graph neural network are finetuned for automatically tagging content portions with a category by maximizing the loss function.

Anmelder

Firma

Microsoft Technology Licensing, LLC

Land

🇺🇸 USA

Fachgebiete