Systems and method for generating labelled datasets

A system comprising:

• one or more processors;
• and
• memory comprising computer executable instructions, which when executed by the one or more processors, cause the system to:
• a) determine a plurality of documents associated with an entity;
• b) for each document:
• i) provide the document to a numerical representation generation model;
• ii) generate, by the numerical representation generation model, a numerical representation of the document;
• and
• iii) determine a document score for the document based on the numerical representation, wherein the document score comprises one or more confidence scores for corresponding one or more attributes of the document;
• c) provide document scores for the documents to a clustering module;
• d) determine, by the clustering module, one or more clusters, each cluster being associated with a class of the documents;
• e) output, by the clustering module, a cluster identifier indicative of the class of each document;
• and
• f) associate each document with its respective cluster identifier.

A computer-readable storage medium storing instructions that, when executed by a computer, cause the computer to perform operations including:

• a) determining a plurality of documents associated with an entity;
• b) for each document:
• i) providing the document to a numerical representation generation model;
• ii) generating, by the numerical representation generation model, a numerical representation of the document;
• and
• iii) determining a document score for the document based on the numerical representation, wherein the document score comprises one or more confidence scores for corresponding one or more attributes of the document;
• c) providing document scores for the documents to a clustering module;
• d) determining, by the clustering module, one or more clusters, each cluster being associated with a class of the documents;
• e) outputting, by the clustering module, a cluster identifier indicative of the class of each document;
• and
• f) associating each document with its respective cluster identifier.