The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Apr. 14, 2026
Filed:
Jan. 02, 2024
International Business Machines Corporation, Armonk, NY (US);
Parijat Dube, Yorktown Heights, NY (US);
Vatche Isahagian, Belmont, MA (US);
Prabhat Maddikunta Reddy, Danbury, CT (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
According to one embodiment, a method, computer system, and computer program product for generating synthetic business documents for data augmentation is provided. The embodiment may include identifying a first set of key value pairs (KVPs) within a set of business documents spanning multiple domains. The embodiment may include creating domain-agnostic models of spatial distribution and content distribution of KVPs within the set. The embodiment may include grounding the domain-agnostic models of spatial distribution and content distribution using a second set of domain-specific KVPs to derive domain-specific models of spatial distribution and content distribution of KVPs within the second set. The embodiment may include generating a set of synthetic domain-specific business documents using the derived domain-specific models of spatial distribution and content distribution. The embodiment may include augmenting a training data set of a large language model (LLM) with the set of synthetic domain-specific business documents.