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Are you fascinated by the crossroads of machine learning and human culture? Work with us on a Bachelor/Master Thesis that delves into Extreme Classification—a nuanced approach to handling complex datasets in the realm of Digital Humanities.
Sophie Henning (PhD student at the Bosch Center for Artificial Intelligence (BCAI)) and I got invited to write a blogpost for AIhub about our EACL 2023 paper on methods for addressing class imbalance in DL-based NLP. If you ever encountered the problem of your classifier only paying attention to the majority classes and wondered what to do about this, this article is for you. :)
Thanks to Alexis Palmer, Casey Kennington and Nathan Schneider for their comments on an earlier version of this.