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Researcher profile

Sabrina J. Mielke

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too!

    2020

    Topic models are a useful analysis tool to uncover the underlying themes within document collections. The dominant approach is to use probabilistic topic models that posit a generative story, but in this paper we propose …

  2. Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology

    2019

    Gender stereotypes are manifest in most of the world's languages and are consequently propagated or amplified by NLP systems. Although research has focused on mitigating gender stereotypes in English, the approaches that are commonly employed …