Joseph Gatto

29 papers A* 1A 3Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting.
CoRR
Parker Seegmiller, Joseph Gatto, Sarah E. Greer, Ganza Belise Isingizwe, Rohan Ray, Timothy E. Burdick, Sarah Masud Preum
2026 J jnl
Medical Triage as Pairwise Ranking: A Benchmark for Urgency in Patient Portal Messages.
CoRR
Joseph Gatto, Parker Seegmiller, Timothy E. Burdick, Philip Resnik, Roshnik Rahat, Sarah DeLozier, Sarah M. Preum
2025 — conf
Document-Level Event-Argument Data Augmentation for Challenging Role Types.
ACL (1)
Joseph Gatto, Omar Sharif, Parker Seegmiller, Sarah Masud Preum
2025 — conf
Follow-up Question Generation For Enhanced Patient-Provider Conversations.
ACL (1)
Joseph Gatto, Parker Seegmiller, Timothy E. Burdick, Inas S. Khayal, Sarah DeLozier, Sarah Masud Preum
2025 J jnl
Follow-up Question Generation For Enhanced Patient-Provider Conversations.
CoRR
Joseph Gatto, Parker Seegmiller, Timothy E. Burdick, Inas S. Khayal, Sarah DeLozier, Sarah M. Preum
2025 — conf
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction.
EMNLP (Findings)
Omar Sharif, Joseph Gatto, Madhusudan Basak, Sarah Masud Preum
2025 J jnl
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction.
CoRR
Omar Sharif, Joseph Gatto, Madhusudan Basak, Sarah M. Preum
2024 J jnl
Depth F
CoRR
Parker Seegmiller, Joseph Gatto, Sarah Masud Preum
2024 J jnl
Do LLMs Find Human Answers To Fact-Driven Questions Perplexing? A Case Study on Reddit.
CoRR
Parker Seegmiller, Joseph Gatto, Omar Sharif, Madhusudan Basak, Sarah Masud Preum
2024 A* conf
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments.
EMNLP
Omar Sharif, Joseph Gatto, Madhusudan Basak, Sarah Masud Preum
2024 J jnl
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments.
CoRR
Omar Sharif, Joseph Gatto, Madhusudan Basak, Sarah M. Preum
2024 J jnl
In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages.
CoRR
Joseph Gatto, Parker Seegmiller, Timothy E. Burdick, Sarah Masud Preum
2024 J jnl
Mad Libs Are All You Need: Augmenting Cross-Domain Document-Level Event Argument Data.
CoRR
Joseph Gatto, Parker Seegmiller, Omar Sharif, Sarah Masud Preum
2024 J jnl
Scope of Large Language Models for Mining Emerging Opinions in Online Health Discourse.
CoRR
Joseph Gatto, Madhusudan Basak, Yash Srivastava, Philip Bohlman, Sarah Masud Preum
2024 A conf
Theme-Driven Keyphrase Extraction to Analyze Social Media Discourse.
ICWSM
William Romano, Omar Sharif, Madhusudan Basak, Joseph Gatto, Sarah Masud Preum
2023 J jnl
ActSafe: Predicting Violations of Medical Temporal Constraints for Medication Adherence.
CoRR
Parker Seegmiller, Joseph Gatto, Abdullah Mamun, Hassan Ghasemzadeh, Diane J. Cook, John A. Stankovic, Sarah Masud Preum
2023 — conf
Chain-of-Thought Embeddings for Stance Detection on Social Media.
EMNLP (Findings)
Joseph Gatto, Omar Sharif, Sarah Preum
2023 J jnl
Chain-of-Thought Embeddings for Stance Detection on Social Media.
CoRR
Joseph Gatto, Omar Sharif, Sarah Masud Preum
2023 A conf
HealthE: Recognizing Health Advice & Entities in Online Health Communities.
ICWSM
Joseph Gatto, Parker Seegmiller, Garrett M. Johnston, Madhusudan Basak, Sarah Masud Preum
2023 J jnl
Not Enough Labeled Data? Just Add Semantics: A Data-Efficient Method for Inferring Online Health Texts.
CoRR
Joseph Gatto, Sarah Masud Preum
2023 A conf
Scope of Pre-trained Language Models for Detecting Conflicting Health Information.
ICWSM
Joseph Gatto, Madhusudan Basak, Sarah Masud Preum
2023 J jnl
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity.
CoRR
Joseph Gatto, Omar Sharif, Parker Seegmiller, Philip Bohlman, Sarah Masud Preum
2023 — conf
The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints.
ICHI
Parker Seegmiller, Joseph Gatto, Madhusudan Basak, Diane J. Cook, Hassan Ghasemzadeh, John A. Stankovic, Sarah Preum
2023 J jnl
The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints.
CoRR
Parker Seegmiller, Joseph Gatto, Madhusudan Basak, Diane J. Cook, Hassan Ghasemzadeh, John A. Stankovic, Sarah Masud Preum
2023 J jnl
Theme-driven Keyphrase Extraction from Social Media on Opioid Recovery.
CoRR
William Romano, Omar Sharif, Madhusudan Basak, Joseph Gatto, Sarah Masud Preum
2022 J jnl
HealthE: Classifying Entities in Online Textual Health Advice.
CoRR
Joseph Gatto, Parker Seegmiller, Garrett Johnston, Sarah Masud Preum
2022 J jnl
Scope of Pre-trained Language Models for Detecting Conflicting Health Information.
CoRR
Joseph Gatto, Madhusudan Basak, Sarah Masud Preum
2020 J jnl
Virtual IR Sensing for Planetary Rovers: Improved Terrain Classification and Thermal Inertia Estimation.
IEEE Robotics Autom. Lett.
Yumi Iwashita, Kazuto Nakashima, Joseph Gatto, Shoya Higa, Adrian Stoica, Norris Khoo, Ryo Kurazume
2019 J jnl
Single Sample Feature Importance: An Interpretable Algorithm for Low-Level Feature Analysis.
CoRR
Joseph Gatto, Ravi Lanka, Yumi Iwashita, Adrian Stoica