21 citations · 22 across the 5 of their papers we have counts for
4 papers · 1 filter
Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning
David Schulte, Felix Hamborg, Alan Akbik
Intermediate task transfer learning can greatly improve model performance. If, for example, one has little training data for emotion detection, first fine-tuning a language model o…
Do You Think It's Biased? How To Ask For The Perception Of Media Bias
Timo Spinde, Christina Kreuter, Wolfgang Gaissmaier +3
Media coverage possesses a substantial effect on the public perception of events. The way media frames events can significantly alter the beliefs and perceptions of our society. Ne…
Identification of Biased Terms in News Articles by Comparison of Outlet-specific Word Embeddings
Timo Spinde, Lada Rudnitckaia, Felix Hamborg +1
Slanted news coverage, also called media bias, can heavily influence how news consumers interpret and react to the news. To automatically identify biased language, we present an ex…
ANEA: Automated (Named) Entity Annotation for German Domain-Specific Texts
Anastasia Zhukova, Felix Hamborg, Bela Gipp
Named entity recognition (NER) is an important task that aims to resolve universal categories of named entities, e.g., persons, locations, organizations, and times. Despite its com…