Christian Falkenberg

According to our database, Christian Falkenberg authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Abstention is all you need.

Erik Schönwälder, Christian Falkenberg, Claudio Hartmann, Wolfgang Lehner

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

2023

Mr-Fosdick at SemEval-2023 Task 5: Comparing Dataset Expansion Techniques for Non-Transformer and Transformer Models: Improving Model Performance through Data Augmentation.

Christian Falkenberg, Erik Schönwälder, Tom Rietzke, Chris-Andris Görner, Robert Walther, Julius Gonsior, Anja Reusch

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Comparing and Improving Active Learning Uncertainty Measures for Transformer Models.

Julius Gonsior, Christian Falkenberg, Silvio Magino, Anja Reusch, Claudio Hartmann, Maik Thiele, Wolfgang Lehner

Proceedings of the Advances in Databases and Information Systems, 2023

2022

To Softmax, or not to Softmax: that is the question when applying Active Learning for Transformer Models.

Julius Gonsior, Christian Falkenberg, Silvio Magino, Anja Reusch, Maik Thiele, Wolfgang Lehner

CoRR, 2022