6 papers
Context-aware Adaptive Visualizations for Critical Decision Making
Angela Lopez-Cardona, Mireia Masias Bruns, Nuwan T. Attygalle +12
Effective decision-making often relies on timely insights from complex visual data. While Information Visualization (InfoVis) dashboards can support this process, they rarely adapt…
Brain-Language Model Alignment: Insights into the Platonic Hypothesis and Intermediate-Layer Advantage
Ãngela López-Cardona, Sebastián Idesis, Mireia Masias-Bruns +2
Do brains and language models converge toward the same internal representations of the world? Recent years have seen a rise in studies of neural activations and model alignment. In…
Beyond One-Size-Fits-All: A Study of Neural and Behavioural Variability Across Different Recommendation Categories
Georgios Koutroumpas, Sebastian Idesis, Mireia Masias Bruns +4
Traditionally, Recommender Systems (RS) have primarily measured performance based on the accuracy and relevance of their recommendations. However, this algorithmic-centric approach…
A Comparative Study of Scanpath Models in Graph-Based Visualization
Angela Lopez-Cardona, Parvin Emami, Sebastian Idesis +3
Information Visualization (InfoVis) systems utilize visual representations to enhance data interpretation. Understanding how visual attention is allocated is essential for optimizi…
OASST-ETC Dataset: Alignment Signals from Eye-tracking Analysis of LLM Responses
Angela Lopez-Cardona, Sebastian Idesis, Miguel Barreda-Ãngeles +2
While Large Language Models (LLMs) have significantly advanced natural language processing, aligning them with human preferences remains an open challenge. Although current alignme…
Integrating Cognitive Processing Signals into Language Models: A Review of Advances, Applications and Future Directions
Angela Lopez-Cardona, Sebastian Idesis, Ioannis Arapakis
Recently, the integration of cognitive neuroscience in Natural Language Processing (NLP) has gained significant attention. This article provides a critical and timely overview of r…