170 citations · 364 across the 16 of their papers we have counts for
3 papers · 1 filter
Data Bias Management
Gianluca Demartini, Kevin Roitero, Stefano Mizzaro
Due to the widespread use of data-powered systems in our everyday lives, concepts like bias and fairness gained significant attention among researchers and practitioners, in both i…
On the Impact of Data Quality on Image Classification Fairness
Aki Barry, Lei Han, Gianluca Demartini
With the proliferation of algorithmic decision-making, increased scrutiny has been placed on these systems. This paper explores the relationship between the quality of the training…
Perspectives on Large Language Models for Relevance Judgment
Guglielmo Faggioli, Laura Dietz, Charles Clarke +8
When asked, large language models (LLMs) like ChatGPT claim that they can assist with relevance judgments but it is not clear whether automated judgments can reliably be used in ev…