7 citations · 11 across the 4 of their papers we have counts for
4 papers
Causality extraction from medical text using Large Language Models (LLMs)
Seethalakshmi Gopalakrishnan, Luciana Garbayo, Wlodek Zadrozny
This study explores the potential of natural language models, including large language models, to extract causal relations from medical texts, specifically from Clinical Practice G…
Computing Conceptual Distances between Breast Cancer Screening Guidelines: An Implementation of a Near-Peer Epistemic Model of Medical Disagreement
Hossein Hematialam, Luciana Garbayo, Seethalakshmi Gopalakrishnan +1
Using natural language processing tools, we investigate the differences of recommendations in medical guidelines for the same decision problem -- breast cancer screening. We show t…
A Sheaf Model of Contradictions and Disagreements. Preliminary Report and Discussion
Wlodek Zadrozny, Luciana Garbayo
We introduce a new formal model -- based on the mathematical construct of sheaves -- for representing contradictory information in textual sources. This model has the advantage of…
Towards Semantic Modeling of Contradictions and Disagreements: A Case Study of Medical Guidelines
Wlodek Zadrozny, Hossein Hematialam, Luciana Garbayo
We introduce a formal distinction between contradictions and disagreements in natural language texts, motivated by the need to formally reason about contradictory medical guideline…