2 citations · 2 across the 2 of their papers we have counts for
5 papers · 1 filter
MelodyVis: Visual Analytics for Melodic Patterns in Sheet Music
Matthias Miller, Daniel Fürst, Maximilian T. Fischer +3
Manual melody detection is a tedious task requiring high expertise level, while automatic detection is often not expressive or powerful enough. Thus, we present MelodyVis, a visual…
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation
Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova +4
Large language models (LLMs) are widely deployed in various downstream tasks, e.g., auto-completion, aided writing, or chat-based text generation. However, the considered output ca…
Comparative Evaluation of Animated Scatter Plot Transitions
Nils Rodrigues, Frederik L. Dennig, Vincent Brandt +2
Scatter plots are popular for displaying 2D data, but in practice, many data sets have more than two dimensions. For the analysis of such multivariate data, it is often necessary t…
MULTI-CASE: A Transformer-based Ethics-aware Multimodal Investigative Intelligence Framework
Maximilian T. Fischer, Yannick Metz, Lucas Joos +2
AI-driven models are increasingly deployed in operational analytics solutions, for instance, in investigative journalism or the intelligence community. Current approaches face two…
Visual Explanations with Attributions and Counterfactuals on Time Series Classification
Udo Schlegel, Daniela Oelke, Daniel A. Keim +1
With the rising necessity of explainable artificial intelligence (XAI), we see an increase in task-dependent XAI methods on varying abstraction levels. XAI techniques on a global l…