| 2021 | WWW | Finding Keystone Citations for Constructing Validity Chains among Research Papers. | Yuanxi Fu, Jodi Schneider, Catherine Blake |
| 2019 | AMIA | Tracking Breast Cancer Survivorship over time using the Claim Framework. | Catherine Blake |
| 2016 | AMIA | Factoring near-field chemical exposure into personalized medicine. | Henry A. Gabb, Catherine Blake |
| 2016 | AMIA | Improving Endpoint Detection to Support Automated Systematic Reviews. | Ana Lucic, Catherine Blake |
| 2015 | AMIA | Identifying Population Characteristics Tables in Full Text Articles. | Garrick Sherman, Catherine Blake, Jooho Lee |
| 2015 | WWW | Expert-Guided Contrastive Opinion Summarization for Controversial Issues. | Jinlong Guo, Yujie Lu, Tatsunori Mori, Catherine Blake |
| 2007 | ACL | The Role of Sentence Structure in Recognizing Textual Entailment. | Catherine Blake |
| 2006 | ACL | A Comparison of Document, Sentence, and Term Event Spaces. | Catherine Blake |
| 2006 | DIS | Scientific Discovery: A View from the Trenches. | Catherine Blake, Meredith Rendall |
| 2005 | AMIA | Cataloging On-Line Health Information: A Content Analysis of the NC Health Info Portal. | Catherine Blake, David West, Lili Luo, Gary Marchionini |
| 2002 | AMIA | Automated Information Extraction and Analysis for Information Synthesis. | Catherine Blake, Wanda Pratt, Tammy Tengs |
| 2001 | ICDM | Better Rules, Few Features: A Semantic Approach to Selecting Features from Text. | Catherine Blake, Wanda Pratt |
| 2000 | AMIA | Multiple categorization of search results. | Catherine Blake, Wanda Pratt |