Verwendung Komprimierter Darstellungen zur Anpassung Generativer Modelle an Neue Kontextdaten

Details

Veröffentlichungs-Nr.

EP4722980

Anmeldetag

2. Oktober 2025

Veröffentlichung

8. April 2026

Rechtsraum

EP

IPC

ANIL ET AL., ARXIV:2305:10403CHEN ET AL., ARXIV: 2209.06794CHEN ET AL., ARXIV: 2305.18565YU ET AL., ARXIV: 2206.10789

Abstract

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for performing a task. In one aspect, a method comprises: receiving a query for a task to be performed; receiving a plurality of context content items for the task; for each content item of the plurality of content items, processing an input comprising a representation of the content item using a trained compression model to generate a compressed representation of the content item comprising one or more vectors of a fixed size; generating, using the compressed representations, an aggregated compressed representation comprising one or more vectors that represents the plurality of content items; and processing an input comprising (i) the query and (ii) the aggregated compressed representation using a generative neural network to generate a response to the query.

Anmelder

Firma

GOOGLE LLC

Land

🇺🇸 USA