Natural Language and Text Processing Lab

Projects

Mining the Dutch Disposition towards Animals and Plants

In this project, we address the topic of the human disposition towards animals and plants. Our aim is to establish a better understanding of the history of both the knowledge about animals/plants and the cultural representation of animals and plants in the Netherlands. We study large sets of digitized texts and images produced and circulated…

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Hiring & Discrimination in the times of AI

Algorithmic screening is increasingly used in talent acquisition across large and small corporations worldwide, with an ambitious promise of eliminating idiosyncratic human biases by using identical and consistent evaluation criteria. Nonetheless, very little is known about how these algorithms are trained across a myriad of behavioral dimensions, from texts in CVs and interviews to non-verbal…

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Hyperparameter Optimization to accelerate active Learning Models

The goal of this project is to increase the performance of active learning for screening large amounts of textual data by optimizing the hyperparameters of learning algorithms in the ASReview open-source software. Users from social sciences should be able to select a set of hyperparameters optimized for textual data from their domain instead of the…

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