59 citations · 82 across the 16 of their papers we have counts for
5 papers · 1 filter
The Causal Influence of Grammatical Gender on Distributional Semantics
Karolina Stańczak, Kevin Du, Adina Williams +2
How much meaning influences gender assignment across languages is an active area of research in linguistics and cognitive science. We can view current approaches as aiming to deter…
Invisible Women in Digital Diplomacy: A Multidimensional Framework for Online Gender Bias Against Women Ambassadors Worldwide
Yevgeniy Golovchenko, Karolina Stańczak, Rebecca Adler-Nissen +2
Despite mounting evidence that women in foreign policy often bear the brunt of online hostility, the extent of online gender bias against diplomats remains unexplored. This paper o…
Social Bias Probing: Fairness Benchmarking for Language Models
Marta Marchiori Manerba, Karolina Stańczak, Riccardo Guidotti +1
While the impact of social biases in language models has been recognized, prior methods for bias evaluation have been limited to binary association tests on small datasets, limitin…
Measuring Gender Bias in West Slavic Language Models
Sandra Martinková, Karolina Stańczak, Isabelle Augenstein
Pre-trained language models have been known to perpetuate biases from the underlying datasets to downstream tasks. However, these findings are predominantly based on monolingual la…
Measuring Intersectional Biases in Historical Documents
Nadav Borenstein, Karolina Stańczak, Thea Rolskov +3
Data-driven analyses of biases in historical texts can help illuminate the origin and development of biases prevailing in modern society. However, digitised historical documents po…