Entire document summarization

A system, comprising:

• at least one processor;
• and
• at least one non-transitory storage media storing instructions, that when executed by the at least one processor, cause the at least one processor to perform operations including
• selecting, based on a structural representation of an electronic document, a machine learning model from a plurality of machine learning models for the electronic document, and applying, based on the structural representation of the electronic document, the selected machine learning model to one or more portions of the electronic document to generate a hierarchical representation for the one or more portions of the electronic document, where the structural representation of the electronic document specifies one or more elements of the electronic document and one or more relationships between the one or more elements of the electronic document;
• sending, in response to receiving a request to execute at least one processing task related to the electronic document, at least one generated hierarchical representation of at least one portion in the one or more portions of the electronic document to a generative artificial intelligence (AI) model to execute the at least one processing task by generating a response to the request;
• and
• presenting the response on a graphical user interface of at least one user computing device.

A computer program product comprising a non-transitory machine-readable medium storing instructions that, when executed by at least one programmable processor, cause the at least one programmable processor to perform operations comprising:

• receiving a request to execute at least one processing task related to an electronic document;
• sending a hierarchical representation of at least one portion in one or more portions of the electronic document to a generative artificial intelligence (AI) model to execute the at least one processing task by generating a response to the request, the hierarchical representation being generated by applying a machine learning model selected from a plurality of machine learning models to one or more portions of the electronic document, the selected machine learning model being selected based on a structural representation of the electronic document, the structural representation specifying one or more elements of the electronic document and one or more relationships between the one or more elements of the electronic document;
• presenting the response on a graphical user interface of at least one user computing device;
• receiving at least one feedback from the at least one user computing device;
• and
• presenting, in response to the receiving the at least one feedback, an updated response generated by the generative AI model on the graphical user interface of the at least one user computing device.