SYSTEMS AND METHODS FOR GENERATING A HIERARCHICAL REPRESENTATION OF A PLURALITY OF PRODUCTS

Abstract

In some examples, systems and methods for generating a hierarchical representation are provided. An example method includes receiving a plurality of purchase orders, generating a plurality of embeddings based on the plurality of purchase orders, clustering the plurality of embeddings into one or more embedding subsets based on a semantic similarity between each embedding of the plurality of embeddings and each other embedding of the plurality of embeddings, and identifying a plurality of labels for the plurality of embedding subsets. In some examples, the method includes generating the hierarchical representation such that the plurality of labels forms a tier in the hierarchical representation. In some examples, subsequent iterations of one or more aspects of the method can be performed to generate additional tiers in the hierarchical representation, where the plurality of labels from a preceding iteration can be used to generate the embeddings for a current iteration.

CPC Classifications