1. A content management system for generating electronic templates and using the electronic templates to extract response data from assessment from content objects, the content management system comprising: One or more processors coupled to a memory; a file receiver that: receives an electronic structure file that corresponds to an assessment and includes structure-file data, the structure-file data including a region of interest where a response to a question on the assessment is to be provided; and detects a content object for processing that includes content-object data; a rendering engine that renders an image of the structure-file data or processed version of the structure-file data, the rendered image representing the region of interest; an interface engine that detects a first input provided during a presentation of the rendered image corresponding to specification of a position of the region of interest; and detects a second input identifying a target data element corresponding to the question; a parsing engine that, using the one or more processors: defines a segment-position specification indicative of the position of the region of interest; and extracts, using the segment position specification of an electronic template, a portion of the content-object data that corresponds to the region of interest, the portion of the content-object data including a response to the question on the assessment; a template engine that generates the electronic template, the electronic template associating an identifier of the question with the segment-position specification; a record classifier that determines that the content object for processing corresponds to the electronic template; and a response classifier that: evaluates the portion of the content-object data to identify the response to the question included in portion of the content-object data; determines an evaluation quality metric reflecting a confidence in the identification of the response; and determines whether a quality criterion is satisfied based on the evaluation quality metric; wherein the interface engine further, when it is determined that the quality criterion is not satisfied: facilitates a presentation that includes the portion of the content-object data; and receives a third input corresponding to an identification of a score corresponding to the response.
1. A content management system for generating electronic templates and using the electronic templates to extract response data from assessment from content objects, the content management system comprising: One or more processors coupled to a memory; a file receiver that: receives an electronic structure file that corresponds to an assessment and includes structure-file data, the structure-file data including a region of interest where a response to a question on the assessment is to be provided; and detects a content object for processing that includes content-object data; a rendering engine that renders an image of the structure-file data or processed version of the structure-file data, the rendered image representing the region of interest; an interface engine that detects a first input provided during a presentation of the rendered image corresponding to specification of a position of the region of interest; and detects a second input identifying a target data element corresponding to the question; a parsing engine that, using the one or more processors: defines a segment-position specification indicative of the position of the region of interest; and extracts, using the segment position specification of an electronic template, a portion of the content-object data that corresponds to the region of interest, the portion of the content-object data including a response to the question on the assessment; a template engine that generates the electronic template, the electronic template associating an identifier of the question with the segment-position specification; a record classifier that determines that the content object for processing corresponds to the electronic template; and a response classifier that: evaluates the portion of the content-object data to identify the response to the question included in portion of the content-object data; determines an evaluation quality metric reflecting a confidence in the identification of the response; and determines whether a quality criterion is satisfied based on the evaluation quality metric; wherein the interface engine further, when it is determined that the quality criterion is not satisfied: facilitates a presentation that includes the portion of the content-object data; and receives a third input corresponding to an identification of a score corresponding to the response. 5. The content management system for generating electronic templates and using the electronic templates to extract response data from assessment content objects as recited in claim 1 , further comprising: a document type classifier that detects a document type of the structure file and a file transformation engine that processes the structure-file data so as to change a file type of the structure-file data from the electronic structure file.