Embodiments of the present disclosure relate to collecting and analyzing electronic survey responses that include user-composed text. In particular, systems and methods disclosed herein facilitate collection of electronic survey responses in response to electronic survey questions. The systems and methods disclosed herein classify the electronic survey questions and determine a semantics model including customized operators for analyzing the electronic survey responses to the corresponding electronic survey questions. In addition, the systems and methods disclosed herein provide a presentation of the results of the analysis of the electronic survey responses via a graphical user interface of a client device.