Computer-based systems configured for generating search queries for a search engine and methods of use thereof

A platform, comprising:

• at least one processor;
• and
• a plurality of non-transient computer memories storing a plurality of computing instructions;
• wherein, when executing the plurality of computing instructions, the at least one processor is programmed to:
• extract a plurality of entity-specific features associated with at least one entity in response to a first query related to the at least one entity;
• select a subset of the plurality of entity-specific features according to at least one of relevance metric, similarity threshold, or both;
• generate, using the subset of the plurality of entity-specific features, a second query;
• and
• perform a search with the second query at a data source.

A non-transitory computer-readable medium having executable instructions stored thereon, the executable instructions being configured to cause at least one processor to perform a method comprising:

• extracting a plurality of entity-specific features associated with at least one entity in response to a first query related to the at least one entity;
• selecting a subset of the plurality of entity-specific features according to at least one of relevance metric, similarity threshold, or both;
• generating, using the subset of the plurality of entity-specific features, a second query;
• and
• performing a search with the second query at a data source.