Publications

Discovering what works for math reasoning data synthesis

Data synthesis for improving document EAE

Generating follow-up questions to secure patient portal messages.

A statistical tool for measuring and comparing distributions of transformer-based text embeddings.

STS can be cast as a text generation problem while maintaining strong performance on multiple STS benchmarks.

Medical Temporal Constraints Large Language Models can Extraction Medical Temporal Constraints from Drug Usage Guidelines What Are Medical Temporal Constraints? Medications usually come with specific instructions about when and how to take them.

Why We Need Better Health Text Datasets The rise of the internet has revolutionized how we access health information. A staggering 89% of patients in the U.S. now google their health symptoms before visiting their doctor.

Triage of textual telemedical queries is a safety-critical task for medical service providers with limited remote health resources. The prioritization of patient queries containing medically severe text is necessary to optimize resource usage and provide care to those with time-sensitive needs.

A life-threatening organism has created stress around the globe. Across four countries, we explore coping with stress through consumption. This research provides insight about changes in stress over time, country factors, consumer sentiment, coping activities, types of goods purchased and spending pattern effects on stress and optimism for the future.