59 citations · 82 across the 16 of their papers we have counts for
3 papers · 1 filter
A Survey on Gender Bias in Natural Language Processing
Karolina Stanczak, Isabelle Augenstein
Language can be used as a means of reproducing and enforcing harmful stereotypes and biases and has been analysed as such in numerous research. In this paper, we present a survey o…
Quantifying Gender Biases Towards Politicians on Reddit
Sara Marjanovic, Karolina Stańczak, Isabelle Augenstein
Despite attempts to increase gender parity in politics, global efforts have struggled to ensure equal female representation. This is likely tied to implicit gender biases against w…
Quantifying Gender Bias Towards Politicians in Cross-Lingual Language Models
Karolina Stańczak, Sagnik Ray Choudhury, Tiago Pimentel +2
Recent research has demonstrated that large pre-trained language models reflect societal biases expressed in natural language. The present paper introduces a simple method for prob…