Verbessertes Wiederauffindungs- und Erzeugungssprachenmodellsystem

Details

Veröffentlichungs-Nr.

EP4730191

Anmeldetag

14. Oktober 2025

Veröffentlichung

22. April 2026

Rechtsraum

EP

Abstract

A method of improving a retrieval augmented generation (RAG) language model ensemble. The language models are executed on first prompts to generate test outputs. Each of the first prompts includes a natural language question corresponding to correct answers only obtainable from the context. The prompts are assigned to each of the language models. The prompts avoid referencing the context. A removed question is removed to generate filtered questions. The removed question includes a corresponding one of the natural language questions for which a corresponding test output of the test outputs represents a correct answer relative to the correct answers. The language models are executed on filtered prompts to generate generated answers. Each of the filtered prompts includes the filtered questions and a corresponding command to return the generated answers from the context. A semantic model is executed on the generated answers to generate scores representing accuracies of the language models.

Anmelder

Firma

Intuit Inc.

Land

🇺🇸 USA