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)

Comparing and Improving Active Learning Uncertainty Measures for Transformer Models. - Julius Gonsior; Christian Falkenberg; Silvio Magino; Anja Reusch; Claudio Hartmann; Maik Thiele; Wolfgang Lehner (ADBIS, 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 (SemEval@ACL, 2023)