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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

Responsible Machine Learning
Fair Algorithmic Ranking
Interpretable Word Embeddings

Teaching

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

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.