Domenic Rosati

Background Knowledge Grounding for Readable, Relevant, and Factual Biomedical Lay Summaries

2023 · arXiv (Cornell University)

Communication of scientific findings to the public is important for keeping non-experts informed of developments such as life-saving medical treatments. However, generating readable lay summaries from scientific documents is challenging, and currently, these summaries suffer …

Semantic Consistency for Assuring Reliability of Large Language Models

2023 · arXiv (Cornell University)

Large Language Models (LLMs) exhibit remarkable fluency and competence across various natural language tasks. However, recent research has highlighted their sensitivity to variations in input prompts. To deploy LLMs in a safe and reliable manner, …