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Marlene Lutz, M.Sc.

Marlene Lutz, M.Sc.

Research Assistant at the Chair for Data Science in the Economic and Social Sciences

University of Mannheim
L 15, 1–6
3rd floor – Room 323
68161 Mannheim

E-mail: marlene.lutzuni-mannheim.de

Credit: Yannick Stahl

Research Interests

Language Model Compression
Bias Mitigation
Responsible Natural Language Processing
Fair Algorithmic Ranking
Interpretable Word Embeddings

Teaching

IE 661/ IS 661 – Text Analytics (Exercise), Master's level, Fall Semester 22
IS 622 – Network Science (Exercise), Master's level, Spring Semester 22
CS 721 Seminar Data-Science I, Master's level, Spring Semester & Fall Semester
IS 723 – Seminar Data-Science II, Master's level, Spring Semester & Fall Semester
Team Project, Master's level, Spring & Fall Semester

Short CV

Since 2022	Research Assistant and Doctoral Student at the Chair of Data Science in the Economic and Social Sciences, University of Mannheim
2018 – 2021	M.Sc. Computer Science, RWTH Aachen University
2020	Foreign Studies, Seoul National University, South Korea
2014 – 2018	B.Sc. Computer Science, RWTH Aachen University

Articles
Conference Publications

Fortmann, J., Lutz, M. and Spreckelsen, C. (2022). System for context-specific visualization of clinical practice guidelines (GuLiNav): Concept and software implementation. JMIR Formative Research, 6, 1–13.

Engler, J., Sikdar, S., Lutz, M. and Strohmaier, M. (2023). SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings. In , Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing : EMNLP 2022 (S. 4607-4619). , ACL: Stroudsburg, PA.