4 papers
Proactive Systems in HCI and AI: Concepts, Challenges, and Opportunities
Nima Zargham, Sharon Ferguson, Jaisie Sin +2
The last few years have seen a significant rise in interest in highly autonomous and proactive systems, fueled by advances in AI. Systems that anticipate user needs, take initiativ…
A Matter of Perspective(s): Contrasting Human and LLM Argumentation in Subjective Decision-Making on Subtle Sexism
Paula Akemi Aoyagui, Kelsey Stemmler, Sharon Ferguson +2
In subjective decision-making, where decisions are based on contextual interpretation, Large Language Models (LLMs) can be integrated to present users with additional rationales to…
Exploring Subjectivity for more Human-Centric Assessment of Social Biases in Large Language Models
Paula Akemi Aoyagui, Sharon Ferguson, Anastasia Kuzminykh
An essential aspect of evaluating Large Language Models (LLMs) is identifying potential biases. This is especially relevant considering the substantial evidence that LLMs can repli…
Just Like Me: The Role of Opinions and Personal Experiences in The Perception of Explanations in Subjective Decision-Making
Sharon Ferguson, Paula Akemi Aoyagui, Young-Ho Kim +1
As large language models (LLMs) advance to produce human-like arguments in some contexts, the number of settings applicable for human-AI collaboration broadens. Specifically, we fo…