3 papers
cs.CL2024★ 2 cited
Evaluating LLMs for Gender Disparities in Notable Persons
Lauren Rhue, Sofie Goethals, Arun Sundararajan
This study examines the use of Large Language Models (LLMs) for retrieving factual information, addressing concerns over their propensity to produce factually incorrect "hallucinat…
cs.AI2023
Unveiling the Potential of Counterfactuals Explanations in Employability
Raphael Mazzine Barbosa de Oliveira, Sofie Goethals, Dieter Brughmans +1
In eXplainable Artificial Intelligence (XAI), counterfactual explanations are known to give simple, short, and comprehensible justifications for complex model decisions. However, w…
cs.CY2023
Monetizing Explainable AI: A Double-edged Sword
Travis Greene, Sofie Goethals, David Martens +1
Algorithms used by organizations increasingly wield power in society as they decide the allocation of key resources and basic goods. In order to promote fairer, juster, and more tr…