A Semantic Kernel for Predicate Argument Classification. - Alessandro Moschitti; Cosmin Adrian Bejan (CoNLL, 2004)

Semantic parsing based on FrameNet. - Cosmin Adrian Bejan; Alessandro Moschitti; Paul Morarescu; Gabriel Nicolae; Sanda M. Harabagiu (SENSEVAL@ACL, 2004)

Shallow Semantics for Relation Extraction. - Sanda M. Harabagiu; Cosmin Adrian Bejan; Paul Morarescu (IJCAI, 2005)

An Answer Bank for Temporal Inference. - Sanda M. Harabagiu; Cosmin Adrian Bejan (LREC, 2006)

Deriving Chronological Information from Texts through a Graph-Based Algorithm. - Cosmin Adrian Bejan (FLAIRS, 2007)

UTD-SRL: A Pipeline Architecture for Extracting Frame Semantic Structures. - Cosmin Adrian Bejan; Chris Hathaway (SemEval@ACL, 2007)

Using Clustering Methods for Discovering Event Structures. - Cosmin Adrian Bejan; Sanda M. Harabagiu (AAAI, 2008)

Unsupervised Discovery of Event Scenarios from Texts. - Cosmin Adrian Bejan (FLAIRS, 2008)

A Linguistic Resource for Discovering Event Structures and Resolving Event Coreference. - Cosmin Adrian Bejan; Sanda M. Harabagiu (LREC, 2008)

Nonparametric Bayesian Models for Unsupervised Event Coreference Resolution. - Cosmin Adrian Bejan; Matthew Titsworth; Andrew Hickl; Sanda M. Harabagiu (NIPS, 2009)

Unsupervised Event Coreference Resolution with Rich Linguistic Features. - Cosmin Adrian Bejan; Sanda M. Harabagiu (ACL, 2010)

Learning Textual Graph Patterns to Detect Causal Event Relations. - Bryan Rink; Cosmin Adrian Bejan; Sanda M. Harabagiu (FLAIRS, 2010)

Toponym Disambiguation Using Events. - Kirk Roberts; Cosmin Adrian Bejan; Sanda M. Harabagiu (FLAIRS, 2010)

A Linguistic Resource for Semantic Parsing of Motion Events. - Kirk Roberts; Srikanth Gullapalli; Cosmin Adrian Bejan; Sanda M. Harabagiu (LREC, 2010)

Commonsense Causal Reasoning Using Millions of Personal Stories. - Andrew S. Gordon; Cosmin Adrian Bejan; Kenji Sagae (AAAI, 2011)

Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning. - Melissa Roemmele; Cosmin Adrian Bejan; Andrew S. Gordon (AAAI Spring Symposium: Logical Formalizations of Commonsense Reasoning, 2011)

Assessing Pneumonia Identification from Time-Ordered Narrative Reports. - Cosmin Adrian Bejan; Lucy Vanderwende; Mark M. Wurfel; Meliha Yetisgen-Yildiz (AMIA, 2012)

Pneumonia identification using statistical feature selection. - Cosmin Adrian Bejan; Fei Xia 004; Lucy Vanderwende; Mark M. Wurfel; Meliha Yetisgen-Yildiz (J. Am. Medical Informatics Assoc., 2012)

On-time clinical phenotype prediction based on narrative reports. - Cosmin Adrian Bejan; Lucy Vanderwende; Heather L. Evans; Mark M. Wurfel; Meliha Yetisgen-Yildiz (AMIA, 2013)

Identification of Patients with Acute Lung Injury from Free-Text Chest X-Ray Reports. - Meliha Yetisgen-Yildiz; Cosmin Bejan; Mark M. Wurfel (BioNLP@ACL, 2013)

Assertion modeling and its role in clinical phenotype identification. - Cosmin Adrian Bejan; Lucy Vanderwende; Fei Xia 004; Meliha Yetisgen-Yildiz (J. Biomed. Informatics, 2013)

Learning to Identify Treatment Relations in Clinical Text. - Cosmin Adrian Bejan; Joshua C. Denny (AMIA, 2014)

Unsupervised Event Coreference Resolution. - Cosmin Adrian Bejan; Sanda M. Harabagiu (Comput. Linguistics, 2014)

Assessing the role of a medication-indication resource in the treatment relation extraction from clinical text. - Cosmin Adrian Bejan; Wei-Qi Wei; Joshua C. Denny (J. Am. Medical Informatics Assoc., 2015)

Desiderata for computable representations of electronic health records-driven phenotype algorithms. - Huan Mo; William K. Thompson; Luke V. Rasmussen; Jennifer A. Pacheco; Guoqian Jiang; Richard C. Kiefer; Qian Zhu 003; Jie Xu 011; Enid N. H. Montague; David S. Carrell; Todd Lingren; Frank D. Mentch; et al. (J. Am. Medical Informatics Assoc., 2015)

Building bridges across electronic health record systems through inferred phenotypic topics. - You Chen 001; Joydeep Ghosh; Cosmin Adrian Bejan; Carl A. Gunter; Siddharth Gupta 005; Abel N. Kho; David M. Liebovitz; Jimeng Sun 001; Joshua C. Denny; Bradley A. Malin (J. Biomed. Informatics, 2015)

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 (AMIA, 2017)

A Simple and Efficient Method for the Management of Multiple Electronic Health Record-Driven Phenotype Projects. - Cosmin Adrian Bejan; Joshua C. Denny (AMIA, 2017)

Mining 100 million notes to find homelessness and adverse childhood experiences: 2 case studies of rare and severe social determinants of health in electronic health records. - 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 (J. Am. Medical Informatics Assoc., 2018)

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 (AMIA, 2019)

Identifying Patients with Significant Problems Related to Social Determinants of Health with Natural Language Processing. - David A. Dorr; Cosmin Adrian Bejan; Christie Pizzimenti; Sumeet Singh; Matt Storer; Ana R. Quiñones (MedInfo, 2019)

Human evolution is biological & technological evolution. - Cosmin Adrian Bejan (Biosyst., 2020)

Freedom and evolution in the dynamics of social systems. - Cosmin Adrian Bejan (Biosyst., 2020)

medExtractR: A targeted, customizable approach to medication extraction from electronic health records. - Hannah L. Weeks; Cole Beck; Elizabeth McNeer; Michael L. Williams; Cosmin Adrian Bejan; Joshua C. Denny; Leena Choi (J. Am. Medical Informatics Assoc., 2020)

Cell and extracellular matrix growth theory and its implications for tumorigenesis. - T. J. Sauer; Ehsan Samei; Cosmin Adrian Bejan (Biosyst., 2021)

Leveraging machine learning to characterize the role of socio-economic determinants on physical health and well-being among veterans. - Christos A. Makridis; David Y. Zhao; Cosmin Adrian Bejan; Gil Alterovitz (Comput. Biol. Medicine, 2021)

Building longitudinal medication dose data using medication information extracted from clinical notes in electronic health records. - Elizabeth McNeer; Cole Beck; Hannah L. Weeks; Michael L. Williams; Nathan T. James; Cosmin Adrian Bejan; Leena Choi (J. Am. Medical Informatics Assoc., 2021)

Phenotyping coronavirus disease 2019 during a global health pandemic: Lessons learned from the characterization of an early cohort. - Sarah DeLozier; Sarah Bland; Melissa McPheeters; Quinn Stanton Wells; Eric Farber-Eger; Cosmin Adrian Bejan; Daniel Fabbri; S. Trent Rosenbloom; Dan M. Roden; Kevin B. Johnson; Wei-Qi Wei; Josh F. Peterson; et al. (J. Biomed. Informatics, 2021)

Evolution, physics, and education. - Cosmin Adrian Bejan (Biosyst., 2022)

Interactive network-based clustering and investigation of multimorbidity association matrices with associationSubgraphs. - Nick Strayer; Siwei Zhang; Lydia Yao; Tess Vessels; Cosmin Adrian Bejan; Ryan S. Hsi; Jana K. Shirey-Rice; Justin M. Balko; Douglas B. Johnson; Elizabeth J. Phillips; Alex Bick; Todd L. Edwards; et al. (Bioinform., 2023)

Perfection is the enemy of evolution. - Cosmin Adrian Bejan (Biosyst., 2023)

The physics of the urge to have freedom. - Cosmin Adrian Bejan (Biosyst., 2024)

PheMIME: an interactive web app and knowledge base for phenome-wide, multi-institutional multimorbidity analysis. - Siwei Zhang; Nick Strayer; Tess Vessels; Karmel Choi; Geoffrey W. Wang; Yajing Li; Cosmin Adrian Bejan; Ryan S. Hsi; Alex Bick; Digna R. Velez Edwards; Michael R. Savona; Elizabeth J. Phillips; et al. (J. Am. Medical Informatics Assoc., 2024)

Animal design advantage from the analogy between friction and body heat loss. - Cosmin Adrian Bejan; Jordan D. Charles (Biosyst., 2024)