Erklärbarkeit von Künstlicher Intelligenz zur Absichtsklassifizierung

Details

Veröffentlichungs-Nr.

EP4398156

Aktenzeichen

EP23218070

Anmeldetag

19. Dezember 2023

Veröffentlichung

10. Juli 2024

Rechtsraum

EP

IPC

G06N3/0455G06N3/09G06N3/096G06N20/00G06N5/045G06F40/30

Abstract

Systems and methods for providing an explainability framework for use with AI systems are described. In one example, such an AI explainability system for intent classification uses a surrogate Bert-Siamese model approach. For example, a prediction from an intent classification model is paired with a top matching sentence and used as input to train a Bert-Siamese model for sentence similarity. Using the sentence similarity, the token / word level embedding can be extracted from attention weights of the sentences and correlations between query tokens/words, and the best matching sentences may be used for explanations.

Anmelder

Firma

Accenture Global Solutions Limited

Land

🇮🇪 Irland

Fachgebiete