1 citations · 2 across the 3 of their papers we have counts for
4 papers
Dissecting Atomic Facts: Visual Analytics for Improving Fact Annotations in Language Model Evaluation
Manuel Schmidt, Daniel A. Keim, Frederik L. Dennig
Factuality evaluation of large language model (LLM) outputs requires decomposing text into discrete "atomic" facts. However, existing definitions of atomicity are underspecified, w…
DE-VAE: Revealing Uncertainty in Parametric and Inverse Projections with Variational Autoencoders using Differential Entropy
Frederik L. Dennig, Daniel A. Keim
Recently, autoencoders (AEs) have gained interest for creating parametric and invertible projections of multidimensional data. Parametric projections make it possible to embed new,…
Dynamic Sub-region Search in Homogeneous Collections Using CLIP
Bastian Jäckl, Vojtěch Kloda, Daniel A. Keim +1
Querying with text-image-based search engines in highly homogeneous domain-specific image collections is challenging for users, as they often struggle to provide descriptive text q…
Experimental Evaluation of Static Image Sub-Region-Based Search Models Using CLIP
Bastian Jäckl, Vojtěch Kloda, Daniel A. Keim +1
Advances in multimodal text-image models have enabled effective text-based querying in extensive image collections. While these models show convincing performance for everyday life…