Abstract: An extractive summarization model provides extraction and classification of research assertions, or claims, made by a documented body of research such as a scientific paper or article. Modern electronic publication and dissemination allows tremendous capability for researching and scrutinizing previous documented efforts for further research and study. Accordingly, a substantial volume of material is easily obtained in response to research efforts. The extractive summarization model provides a summarization of this scientific literature by identifying and classifying asserted claims made by a particular research document. Researchers may quickly identify relevant documents based on the extracted claims asserted by the document, facilitating substantive review.