Activities
Presentations
- 2024-11-14 [Poster] “Local Contrastive Editing of Gender Stereotypes” at EMNLP 2024
- 2024-09-18 [Talk] “Exploring the spatial encoding of stereotypical biases in large language models” at DGPS/ÖGP Congress 2024
- 2023-07-20 [Talk] “SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings” at IC2S2 2023 (awarded best parallel talk)
- 2022-12-08 [Poster] “SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings” at EMNLP 2022
- 2022-07-21 [Talk] “Evaluating Group Fairness Metrics for Rankings” at IC2S2 2022
Reviewer
- The Web Conference (2023)
- ACM SIGKDD Conference (2022)
Teaching
Tutorials
- Network Science (Master, spring 2022)
- Text Analytics (Master, fall 2022)
Team Projects
- “Haters gonna hate, hate, hate: Differences in online discourse about female and male pop singers” (Master, spring 2024)
- “Can compressing language models improve their fairness?” (Master, fall 2023)
- “Decoding word embeddings: developing a visualization tool for interpretability” (Master, spring 2023)
Seminars
- Seminar Data Science I - Methods (Master, 2022 - 2024)
- Seminar Data Science II - Empirical Methods (Master, 2022 - 2024)
Thesis Supervision
- “MuSE-DLF: Multi-View-Semantic Enhanced Dictionary Learning for Frame Classification” (Master, 2024)
- “Examining Gendered Word Embeddings and their Effects on Downstream Tasks” (Master, 2024)
- “Measuring Perceptions of Veganism on Reddit: Diachronic Analysis UsingWord Embeddings” (Master, 2023)
- “Corporate gender biases in contextual neural word embeddings: An analysis using the SensePOLAR Framework” (Master, 2023) awarded with the Science Prize of the Mannheim Foundation of Business Informatics (fwi e.V.) for an outstanding thesis
