4 papers · 1 filter
ViClaim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos
Patrick Giedemann, Pius von Däniken, Jan Deriu +3
The growing influence of video content as a medium for communication and misinformation underscores the urgent need for effective tools to analyze claims in multilingual and multi-…
A Measure of the System Dependence of Automated Metrics
Pius von Däniken, Jan Deriu, Mark Cieliebak
Automated metrics for Machine Translation have made significant progress, with the goal of replacing expensive and time-consuming human evaluations. These metrics are typically ass…
Correction of Errors in Preference Ratings from Automated Metrics for Text Generation
Jan Deriu, Pius von Däniken, Don Tuggener +1
A major challenge in the field of Text Generation is evaluation: Human evaluations are cost-intensive, and automated metrics often display considerable disagreement with human judg…
On the Effectiveness of Automated Metrics for Text Generation Systems
Pius von Däniken, Jan Deriu, Don Tuggener +1
A major challenge in the field of Text Generation is evaluation because we lack a sound theory that can be leveraged to extract guidelines for evaluation campaigns. In this work, w…