A computing system locates session state data associated with a preceding data review session corresponding to a user in response to a request to initiate a new data review session for the user. The session state data includes an identifier of a next document to be reviewed, and filter settings of the preceding data review session. The computing system locates the next document to be reviewed based on the session state data and provides the located next document to be reviewed in a graphical user interface when initiating the new data review session for the user. The new data review session is based on the filter settings in the session state data.