| 2019 | AMIA | medExtractR: A medication extraction algorithm for electronic health records using the R programming language. | Hannah L. Weeks, Cole Beck, Elizabeth McNeer, Cosmin Adrian Bejan, Joshua C. Denny, Leena Choi |
| 2017 | AMIA | Large-Scale Text Mining of Social Determinants from Electronic Health Records: Case Studies of Homelessness and Adverse Childhood Experiences. | Cosmin Adrian Bejan, John Angiolillo, Douglas Conway, Robertson Nash, Jana Shirey-Rice, Loren Lipworth-Elliot, Robert M. Cronin, Jill M. Pulley, Sunil Kripalani, Shari Barkin, Kevin B. Johnson, Joshua C. Denny |
| 2017 | AMIA | A Simple and Efficient Method for the Management of Multiple Electronic Health Record-Driven Phenotype Projects. | Cosmin Adrian Bejan, Joshua C. Denny |
| 2014 | AMIA | Learning to Identify Treatment Relations in Clinical Text. | Cosmin Adrian Bejan, Joshua C. Denny |
| 2013 | AMIA | On-time clinical phenotype prediction based on narrative reports. | Cosmin Adrian Bejan, Lucy Vanderwende, Heather L. Evans, Mark M. Wurfel, Meliha Yetisgen-Yildiz |
| 2012 | AMIA | Assessing Pneumonia Identification from Time-Ordered Narrative Reports. | Cosmin Adrian Bejan, Lucy Vanderwende, Mark M. Wurfel, Meliha Yetisgen-Yildiz |
| 2011 | AAAI | Commonsense Causal Reasoning Using Millions of Personal Stories. | Andrew S. Gordon, Cosmin Adrian Bejan, Kenji Sagae |
| 2010 | ACL | Unsupervised Event Coreference Resolution with Rich Linguistic Features. | Cosmin Adrian Bejan, Sanda M. Harabagiu |
| 2010 | FlAIRS | Learning Textual Graph Patterns to Detect Causal Event Relations. | Bryan Rink, Cosmin Adrian Bejan, Sanda M. Harabagiu |
| 2010 | FlAIRS | Toponym Disambiguation Using Events. | Kirk Roberts, Cosmin Adrian Bejan, Sanda M. Harabagiu |
| 2010 | LREC | A Linguistic Resource for Semantic Parsing of Motion Events. | Kirk Roberts, Srikanth Gullapalli, Cosmin Adrian Bejan, Sanda M. Harabagiu |
| 2008 | AAAI | Using Clustering Methods for Discovering Event Structures. | Cosmin Adrian Bejan, Sanda M. Harabagiu |
| 2008 | FlAIRS | Unsupervised Discovery of Event Scenarios from Texts. | Cosmin Adrian Bejan |
| 2008 | LREC | A Linguistic Resource for Discovering Event Structures and Resolving Event Coreference. | Cosmin Adrian Bejan, Sanda M. Harabagiu |
| 2007 | FlAIRS | Deriving Chronological Information from Texts through a Graph-Based Algorithm. | Cosmin Adrian Bejan |
| 2006 | LREC | An Answer Bank for Temporal Inference. | Sanda M. Harabagiu, Cosmin Adrian Bejan |
| 2005 | IJCAI | Shallow Semantics for Relation Extraction. | Sanda M. Harabagiu, Cosmin Adrian Bejan, Paul Morarescu |
| 2004 | CoNLL | A Semantic Kernel for Predicate Argument Classification. | Alessandro Moschitti, Cosmin Adrian Bejan |