| 2025 | UAI | Accurate and Scalable Stochastic Gaussian Process Regression via Learnable Coreset-based Variational Inference. | Mert Ketenci, Adler J. Perotte, Nomie Elhadad, Iigo Urteaga |
| 2023 | ACL | Generating EDU Extracts for Plan-Guided Summary Re-Ranking. | Griffin Adams, Alexander R. Fabbri, Faisal Ladhak, Nomie Elhadad, Kathleen R. McKeown |
| 2023 | ACL | What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization. | Griffin Adams, Bichlien Nguyen, Jake Smith, Yingce Xia, Shufang Xie, Anna Ostropolets, Budhaditya Deb, Yuan-Jyue Chen, Tristan Naumann, Nomie Elhadad |
| 2022 | EMNLP | Learning to Revise References for Faithful Summarization. | Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen R. McKeown, Nomie Elhadad |
| 2021 | AMIA | Informing Symptom Science Using a Citizen Science Application in the COVID-19 Pandemic. | Caitlin N. Dreisbach, Katherine South, Theresa A. Koleck, Veronica Barcelona, Lena Mamykina, Nomie Elhadad, Suzanne Bakken |
| 2021 | NAACL | What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization. | Griffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker, Nomie Elhadad |
| 2020 | AMIA | Patient Record Summarization Through Joint Phenotype Learning and Interactive Visualization. | Gal Levy-Fix, Jason Zucker, Konstantin Stojanovic, Nomie Elhadad |
| 2019 | AMIA | Learning Across a Healthcare Data Network to Improve Model Robustness and Evidence Reliability. | Nomie Elhadad, Iigo Urteaga, Alison Callahan, Jenna Reps, Patrick B. Ryan |
| 2018 | AAAI | Multi-Label Classification of Patient Notes: Case Study on ICD Code Assignment. | Tal Baumel, Jumana Nassour-Kassis, Raphael Cohen, Michael Elhadad, Nomie Elhadad |
| 2018 | CHI | Designing in the Dark: Eliciting Self-tracking Dimensions for Understanding Enigmatic Disease. | Mollie McKillop, Lena Mamykina, Nomie Elhadad |
| 2017 | AMIA | Clinical Natural Language Processing in Languages Other Than English. | Aurlie Nvol, Nomie Elhadad, Sumithra Velupillai, Hua Xu, Guergana Savova |
| 2017 | WWW | Cataloguing Treatments Discussed and Used in Online Autism Communities. | Shaodian Zhang, Tian Kang, Lin Qiu, Weinan Zhang, Yong Yu, Nomie Elhadad |
| 2017 | WWW | We Make Choices We Think are Going to Save Us: Debate and Stance Identification for Online Breast Cancer CAM Discussions. | Shaodian Zhang, Lin Qiu, Frank Chen, Weinan Zhang, Yong Yu, Nomie Elhadad |
| 2016 | AMIA | Patient Generated Data: the Missing Link in Patient Centered Care? | Nomie Elhadad, Lena Mamykina, Xinxin Zhu, Eileen Koski |
| 2016 | AMIA | Can Patient Record Summarization Support Quality Metric Abstraction? | Rimma Pivovarov, Yael J. Coppleson, Sharon Lipsky Gorman, David K. Vawdrey, Nomie Elhadad |
| 2015 | AAAI | What Predicts Media Coverage of Health Science Articles? | Byron C. Wallace, Michael J. Paul, Nomie Elhadad |
| 2015 | ACL | A convex and feature-rich discriminative approach to dependency grammar induction. | Edouard Grave, Nomie Elhadad |
| 2015 | AMIA | Initial Readability Assessment of Clinical Trial Eligibility Criteria. | Tian Kang, Nomie Elhadad, Chunhua Weng |
| 2015 | UAI | The Survival Filter: Joint Survival Analysis with a Latent Time Series. | Rajesh Ranganath, Adler J. Perotte, Nomie Elhadad, David M. Blei |
| 2014 | AMIA | HARVEST, a Holistic Patient Record Summarizer at the Point of Care. | Nomie Elhadad, Sharon Lipsky Gorman, Jamie S. Hirsch, Connie Liu, David K. Vawdrey, Marc Sturm |
| 2014 | AMIA | Characterizing the Sublanguage of Online Breast Cancer Forums for Medications, Symptoms, and Emotions. | Nomie Elhadad, Shaodian Zhang, Patricia Driscoll, Samuel Brody |
| 2008 | AMIA | Extracting Structured Medication Event Information from Discharge Summaries. | Sigfried Gold, Nomie Elhadad, Xinxin Zhu, James J. Cimino, George Hripcsak |
| 2008 | AMIA | Use of Semantic Features to Classify Patient Smoking Status. | Patrick J. McCormick, Nomie Elhadad, Peter D. Stetson |
| 2008 | AMIA | Content and Structure of Clinical Problem Lists: A Corpus Analysis. | Tielman Van Vleck, Adam B. Wilcox, Peter D. Stetson, Stephen B. Johnson, Nomie Elhadad |
| 2008 | AMIA | Automated Knowledge Acquisition from Clinical Narrative Reports. | Xiaoyan Wang, Amy E. Chused, Nomie Elhadad, Carol Friedman, Marianthi Markatou |
| 2005 | AMIA | Facilitating Physicians' Access to Information via Tailored Text Summarization. | Nomie Elhadad, Kathleen R. McKeown, David R. Kaufman, Desmond A. Jordan |
| 2001 | NAACL | Sentence Ordering in Multidocument Summarization. | Regina Barzilay, Nomie Elhadad, Kathleen R. McKeown |