AUXILIARY CONTROL MECHANISMS FOR COMPLEX QUERY PROCESSING

A method includes: receiving, from a client device, a data request containing a structured document; generating a set of numerical vectors representing the structured document; providing the set of numerical vectors to an auxiliary controller for generation of a predicted attribute of response data providing the search request to a primary response generator for generation of the response data; determining, at the auxiliary controller, whether the predicted attribute satisfies a modification criterion; and when the determination is affirmative, transmitting a modification command to the primary response generator to truncate the generation of the response data.