A computer-implemented system and method for generating a reference set via seed documents is provided. A collection of documents is obtained. One or more seed documents are identified. The seed documents are compared with the document collection and those documents that are similar to the seed documents are identified as reference set candidates. A size threshold is applied to the reference set candidates, which are grouped as the reference set when the size threshold is satisfied.