5 papers
Navigating the Sea of LLM Evaluation: Investigating Bias in Toxicity Benchmarks
Regina Gugg, Selina Niederländer, Andreas Stöckl +1
The rapid adoption of LLMs in both research and industry highlights the challenges of deploying them safely and reveals a gap in the systematic evaluation of toxicity benchmarks. A…
Machine-Readable Ads: Accessibility and Trust Patterns for AI Web Agents interacting with Online Advertisements
Joel Nitu, Heidrun Mühle, Andreas Stöckl
Autonomous multimodal language models are rapidly evolving into web agents that can browse, click, and purchase items on behalf of users, posing a threat to display advertising des…
Detection and Measurement of Hailstones with Multimodal Large Language Models
Moritz Alker, David C. Schedl, Andreas Stöckl
This study examines the use of social media and news images to detect and measure hailstones, utilizing pre-trained multimodal large language models. The dataset for this study com…
Advancing Wildlife Monitoring: Drone-Based Sampling for Roe Deer Density Estimation
Stephanie Wohlfahrt, Christoph Praschl, Horst Leitner +5
We use unmanned aerial drones to estimate wildlife density in southeastern Austria and compare these estimates to camera trap data. Traditional methods like capture-recapture, dist…
Are AI Agents interacting with Online Ads?
Andreas Stöckl, Joel Nitu
As AI-driven agents become increasingly integrated into the digital ecosystem, they reshape how online advertising is perceived and processed. Particularly in the travel and hotel…