Vanessa Toborek
Contact
Research Area
Curriculum Learning in the context of Natural Language Processing and some aspects of explainable Machine Learning.
Vita
since 2020
Research Assistant at the MLAI Lab, University of Bonn
2018 - 2020
M.Sc. Cognitive Science, University of Osnabrück
Master Thesis "Understanding Implicit 3D Representations" at the Bosch Center for Artificial Intelligence
2014 - 2018
B.Sc. Communication and Multimedia Design, University of Applied Sciences Aachen
Publications
An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning
Sebastian Müller, Vanessa Toborek, Katharina Beckh, Matthias Jakobs, Christian Bauckhage, Pascal Welke
Machine Learning and Knowledge Discovery in Databases: Research Track. ECML PKDD 2023, doi: 10.1007/978-3-031-43418-1_28
A New Aligned Simple German Corpus
Vanessa Toborek, Moritz Busch, Malte Boßert, Christian Bauckhage, Pascal Welke
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Harnessing Prior Knowledge for Explainable Machine Learning: An Overview
Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke,
Sebastian Houben, Laura von Rueden
2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), Raleigh, NC, USA, 2023, pp. 450-463, doi: 10.1109/SaTML54575.2023.00038.