Structured document generation using different embedding space regions

Grant US12579182B2 Kind: B2 Mar 17, 2026

Assignee

Capital One Services, LLC

Inventors

Tyler Farnan, Jeremy Goodsitt, Justin Mullen

Abstract

A method and related system for generating a document using different portions of an embedding space includes obtaining a related document based on a first text, generating first vectors in an embedding space based on the first text and second vectors in the embedding space based on the related document, and determining a first region in the embedding space based on the first vectors and a second region in the embedding space based on the second vectors. The method further includes generating a first portion of a structured document based on the first vectors and third vectors in a third region within the first region but not within the second region. The method further includes generating a second portion of the structured document based on the first and second vectors and the first portion of the structured document.

CPC Classifications

G06F 16/3347 G06F 16/3344 G06F 16/332 G06F 16/3322 G06F 16/35 G06F 16/24542 G06F 16/2455 G06F 16/24522 G06F 16/2425 G06F 16/2456 G06F 16/2465 G06F 16/2471 G06F 16/24575 G06F 16/2453 G06F 16/2457 G06F 16/215 G06F 16/243 G06F 16/244 G06F 16/245 G06F 16/248 G06F 16/93 G06F 16/383 G06F 16/285 G06F 16/9535 G06F 16/3329 G06F 16/90332 G06F 16/90335 G06F 16/217 G06F 16/353 G06F 40/288 G06F 40/289 G06F 40/295 G06F 40/242 G06F 40/40 G06F 40/30 G06F 40/205 G06F 40/105 G06F 40/106 G06F 40/186 G06F 40/211 H04L 12/1831

Filing Date

2024-03-05

Application No.

18596206

Claims

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