Systeme und Verfahren zur Erzeugung Zuverlässiger Sprachmodellausgänge mittels Unsicherheitsquantifizierung

Details

Veröffentlichungs-Nr.

EP4793831

Anmeldetag

10. Februar 2026

Veröffentlichung

19. August 2026

Rechtsraum

EP

IPC

G06N3/045, G06N20/00

Abstract

A device may obtain a plurality of responses of a language model to a prompt, where each of the plurality of responses comprises a binary response portion and a reasoning portion. The device may determine an uncertainty quantification for the language model based on the plurality of responses. The uncertainty quantification may be based on variations across reasoning portions of the plurality of responses, or variations in binary option confidences in binary response portions of the plurality of responses. The device may output the binary response portion of one of the plurality of responses based on the uncertainty quantification indicating certainty in the plurality of responses, or an uncertainty indication based on the uncertainty quantification indicating uncertainty in the plurality of responses.

Anmelder

Firma

Capital One Services, LLC

Land

🇺🇸 USA

Fachgebiete