Systems and methods for generating keyword-specific content with category and facet information

A computer-implemented method, comprising:

• receiving a request for responsive content including a keyword;
• classifying the keyword as one of catalog related or catalog unrelated, wherein catalog related keywords are related to a catalog of items;
• in response to classifying the keyword as catalog related:
• categorizing the keyword in one of a plurality of categories associated with the catalog;
• categorizing at least one term in the keyword in one of a plurality of facet categories associated with the catalog;
• obtaining a content template, wherein the content template includes a category specific template when the keyword is classified as catalog related, and wherein the content template includes a generic template when the keyword is classified as catalog unrelated;
• in response to obtaining the category specific template, populating the category specific template with the at least one term, wherein the at least one term is inserted into the category specific template at a position associated with the one of the plurality of facet categories;
• and
• transmitting responsive content to a system that generated the request, wherein the responsive content includes the category specific template populated with the at least one term when the keyword is classified as catalog related, and wherein the responsive content includes the generic template when the keyword is classified as catalog unrelated.

A non-transitory computer-readable medium having instructions stored thereon, wherein the instructions, when executed by at least one processor, cause a device to perform operations comprising:

• receiving a request for responsive content including a keyword;
• classifying the keyword as one of catalog related or catalog unrelated, wherein catalog related keywords are related to a catalog of items, and wherein the keyword is classified by a trained Bidirectional Encoder Representations from Transformers (BERT) model;
• in response to classifying the keyword as catalog related:
• categorizing the keyword in one of a plurality of categories associated with the catalog using a trained semantic similarity categorization model;
• categorizing at least one term in the keyword in one of a plurality of facet categories associated with the catalog by a trained question answer model;
• obtaining a content template, wherein the content template includes a category specific template when the keyword is classified as catalog related, and wherein the content template includes a generic template when the keyword is classified as catalog unrelated;
• in response to obtaining the category specific template, populating the category specific template with the at least one term, wherein the at least one term is inserted into the category specific template at a position associated with the one of the plurality of facet categories;
• and
• transmitting responsive content to a system that generated the request, wherein the responsive content includes the category specific template populated with the at least one term when the keyword is classified as catalog related, and wherein the responsive content includes the generic template when the keyword is classified as catalog unrelated.