Kristen Brent Venable

Reasoning over Uncertain Text by Generative Large Language Models

This paper considers the challenges Large Language Models (LLMs) face when reasoning over text that includes information involving uncertainty explicitly quantified via probability values. This type of reasoning is relevant to a variety of contexts ranging from everyday conversations to medical deci…