37 citations · 91 across the 12 of their papers we have counts for
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cs.CL2022★ 1 cited
The effects of gender bias in word embeddings on depression prediction
Gizem Sogancioglu, Heysem Kaya
Word embeddings are extensively used in various NLP problems as a state-of-the-art semantic feature vector representation. Despite their success on various tasks and domains, they…
cs.CL2022★ 37 cited
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting
Thomas Borger, Pablo Mosteiro, Heysem Kaya +4
Inpatient violence is a common and severe problem within psychiatry. Knowing who might become violent can influence staffing levels and mitigate severity. Predictive machine learni…
eess.AS2022★ 2 cited
Speech Analysis for Automatic Mania Assessment in Bipolar Disorder
Pınar Baki, Heysem Kaya, Elvan Çiftçi +2
Bipolar disorder is a mental disorder that causes periods of manic and depressive episodes. In this work, we classify recordings from Bipolar Disorder corpus that contain 7 differe…