Utilizing Embeddings for Efficient Matching of Entities

Abstract

Methods, systems, and computer-readable storage media for receiving, by a machine learning (ML) platform, a set of invoices including two or more invoices, processing, by the ML platform, each invoice through a neural network to provide respective invoice embeddings, each invoice embedding including a multi-dimensional vector, comparing, by the ML platform, invoice embeddings to define two or more super-invoices, each super-invoice including a sub-set of the set of invoices, and matching a bank statement to a super-invoice of the two or more super-invoices.

Type
Publication
US Patent App. 16217148
Chaitanya K. Joshi
Chaitanya K. Joshi
Research Engineer

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