Noémie Elhadad

CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines

2024 · arXiv (Cornell University)

Synthetic Electronic Health Records (EHR) have emerged as a pivotal tool in advancing healthcare applications and machine learning models, particularly for researchers without direct access to healthcare data. Although existing methods, like rule-based approaches and …

Incorporating Human Explanations for Robust Hate Speech Detection

2024 · arXiv (Cornell University)

Given the black-box nature and complexity of large transformer language models (LM), concerns about generalizability and robustness present ethical implications for domains such as hate speech (HS) detection. Using the content rich Social Bias Frames …