4 papers
(Un)fair devices: Moving beyond AI accuracy in personal sensing
Sofia Yfantidou, Marios Constantinides, Dimitris Spathis +3
Personal devices are omnipresent in our lives, seamlessly monitoring our activities, from smart rings tracking sleep patterns to smartwatches keeping an eye on missed heartbeats. T…
Mind the XAI Gap: A Human-Centered LLM Framework for Democratizing Explainable AI
Eva Paraschou, Ioannis Arapakis, Sofia Yfantidou +2
Artificial Intelligence (AI) is rapidly embedded in critical decision-making systems, however their foundational ``black-box'' models require eXplainable AI (XAI) solutions to enha…
Ties of Trust: a bowtie model to uncover trustor-trustee relationships in LLMs
Eva Paraschou, Maria Michali, Sofia Yfantidou +3
The rapid and unprecedented dominance of Artificial Intelligence (AI), particularly through Large Language Models (LLMs), has raised critical trust challenges in high-stakes domain…
AgoraSpeech: A multi-annotated comprehensive dataset of political discourse through the lens of humans and AI
Pavlos Sermpezis, Stelios Karamanidis, Eva Paraschou +7
Political discourse datasets are important for gaining political insights, analyzing communication strategies or social science phenomena. Although numerous political discourse cor…