| 2026 | ACL | How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting. | Parker Seegmiller, Joseph Gatto, Sarah E. Greer, Ganza Belise Isingizwe, Rohan Ray, Timothy E. Burdick, Sarah Masud Preum |
| 2025 | ACL | Follow-up Question Generation For Enhanced Patient-Provider Conversations. | Joseph Gatto, Parker Seegmiller, Timothy E. Burdick, Inas S. Khayal, Sarah DeLozier, Sarah Masud Preum |
| 2025 | ACL | Document-Level Event-Argument Data Augmentation for Challenging Role Types. | Joseph Gatto, Omar Sharif, Parker Seegmiller, Sarah Masud Preum |
| 2025 | EMNLP | REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction. | Omar Sharif, Joseph Gatto, Madhusudan Basak, Sarah Masud Preum |
| 2024 | EMNLP | Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments. | Omar Sharif, Joseph Gatto, Madhusudan Basak, Sarah Masud Preum |
| 2024 | ICWSM | Theme-Driven Keyphrase Extraction to Analyze Social Media Discourse. | William Romano, Omar Sharif, Madhusudan Basak, Joseph Gatto, Sarah Masud Preum |
| 2023 | EMNLP | Chain-of-Thought Embeddings for Stance Detection on Social Media. | Joseph Gatto, Omar Sharif, Sarah Preum |
| 2023 | ICWSM | Scope of Pre-trained Language Models for Detecting Conflicting Health Information. | Joseph Gatto, Madhusudan Basak, Sarah Masud Preum |
| 2023 | ICWSM | HealthE: Recognizing Health Advice & Entities in Online Health Communities. | Joseph Gatto, Parker Seegmiller, Garrett M. Johnston, Madhusudan Basak, Sarah Masud Preum |