Julia Wunderle


2024

pdf
OtterlyObsessedWithSemantics at SemEval-2024 Task 4: Developing a Hierarchical Multi-Label Classification Head for Large Language Models
Julia Wunderle | Julian Schubert | Antonella Cacciatore | Albin Zehe | Jan Pfister | Andreas Hotho
Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)

For our submission for Subtask 1, we developed a custom classification head that is designed to be applied atop of a Large Language Model. We reconstructed the hierarchy across multiple fully connected layers, allowing us to incorporate previous foundational decisions in subsequent, more fine-grained layers. To find the best hyperparameters, we conducted a grid-search and to compete in the multilingual setting, we translated all documents to English.

2023

pdf
Pointer Networks: A Unified Approach to Extracting German Opinions
Julia Wunderle | Jan Pfister | Andreas Hotho
Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023)