| 2020 | COLING | Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive Summarization. | Travis R. Goodwin, Max E. Savery, Dina Demner-Fushman |
| 2020 | EMNLP | Towards Zero Shot Conditional Summarization with Adaptive Multi-task Fine-Tuning. | Travis R. Goodwin, Max E. Savery, Dina Demner-Fushman |
| 2019 | AMIA | Deep Learning from Incomplete Data: Detecting Imminent Risk of Hospital-acquired Pneumonia in ICU Patients. | Travis R. Goodwin, Dina Demner-Fushman |
| 2018 | AMIA | The Impact of Inferring Treatments on Information Retrieval for Precision Medicine. | Travis R. Goodwin, Sanda M. Harabagiu |
| 2017 | AMIA | A Data-driven Method for the Early Identification of Diabetes and Prediabetes. | Travis R. Goodwin, Michael E. Bowen, Sanda M. Harabagiu |
| 2017 | AMIA | Inferring Clinical Correlations from EEG Reports with Deep Neural Learning. | Travis R. Goodwin, Sanda M. Harabagiu |
| 2017 | AMIA | Deep Learning Meets Biomedical Ontologies: Knowledge Embeddings for Epilepsy. | Ramn Maldonado, Travis R. Goodwin, Michael A. Skinner, Sanda M. Harabagiu |
| 2017 | AMIA | An Evaluation of Syntactic Dependency Parsers on Clinical Data. | Stuart J. Taylor, Travis R. Goodwin, Sanda M. Harabagiu |
| 2016 | AMIA | Multi-modal Patient Cohort Identification from EEG Report and Signal Data. | Travis R. Goodwin, Sanda M. Harabagiu |
| 2016 | CIKM | Medical Question Answering for Clinical Decision Support. | Travis R. Goodwin, Sanda M. Harabagiu |
| 2016 | LREC | Embedding Open-domain Common-sense Knowledge from Text. | Travis R. Goodwin, Sanda M. Harabagiu |
| 2014 | LREC | Clinical Data-Driven Probabilistic Graph Processing. | Travis R. Goodwin, Sanda M. Harabagiu |
| 2012 | LREC | Annotating Spatial Containment Relations Between Events. | Kirk Roberts, Travis R. Goodwin, Sanda M. Harabagiu |