Long Papers
Semi-Supervised Topic Modeling for Gender Bias Discovery in English and Swedish by Hannah Devinney, Jenny Björklund and Henrik Björklund
Investigating Societal Biases in a Poetry Composition System by Emily Sheng and David Uthus
Gender-Aware Reinflection using Linguistically Enhanced Neural Models by Bashar Alhafni, Nizar Habash and Houda Bouamor
Situated Data, Situated Systems: A Methodology to Engage with Power Relations in Natural Language Processing Bias Research by Lucy Havens, Beatrice Alex, Melissa Terras and Benjamin Bach
Can Existing Methods Debias Languages Other than English? First Attempt to Analyze and Mitigate Japanese Word Embeddings by Masashi Takeshita, Yuki Katsumata, Rafal Rzepka and Kenji Araki
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT’s Gender Bias by Marion Bartl, Malvina Nissim and Albert Gatt
Evaluating Bias In Dutch Word Embeddings by Rodrigo Alejandro Chávez Mulsa and Gerasimos Spanakis
Gender and sentiment, critics and authors: a dataset of Norwegian book reviews by Samia Touileb, Erik Velldal and Lilja Øvrelid
Short Papers
Fine-tuning Neural Machine Translation on Gender-Balanced Datasets by Marta R. Costa-jussà and Adrià de Jorge
Neural Machine Translation Doesn’t Translate Gender Coreference Right Unless You Make It by Danielle Saunders, Rosie Sallis and Bill Byrne
Interdependencies of Gender and Race in Contextualized Word Embeddings by May Jiang and Christiane Fellbaum
Conversational Assistants and Gender Stereotypes: Public Perceptions and Desiderata for Voice Personas by Amanda Cercas Curry, Judy Robertson and Verena Rieser