Proceedings of the Second Workshop on Gender Bias in Natural Language Processing

Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor 2020-12 Association for Computational Linguistics Barcelona, Spain (Online) text conference publication gebnlp-2020-gender https://aclanthology.org/2020.gebnlp-1.0/ Unmasking Contextual Stereotypes: Measuring and Mitigating BERT’s Gender Bias Marion Bartl author Malvina Nissim author Albert Gatt author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication bartl-etal-2020-unmasking https://aclanthology.org/2020.gebnlp-1.1/ 2020-12 1 16 Interdependencies of Gender and Race in Contextualized Word Embeddings May Jiang author Christiane Fellbaum author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication jiang-fellbaum-2020-interdependencies https://aclanthology.org/2020.gebnlp-1.2/ 2020-12 17 25 Fine-tuning Neural Machine Translation on Gender-Balanced Datasets Marta R Costa-jussà author Adrià de Jorge author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication costa-jussa-de-jorge-2020-fine https://aclanthology.org/2020.gebnlp-1.3/ 2020-12 26 34 Neural Machine Translation Doesn’t Translate Gender Coreference Right Unless You Make It Danielle Saunders author Rosie Sallis author Bill Byrne author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication saunders-etal-2020-neural https://aclanthology.org/2020.gebnlp-1.4/ 2020-12 35 43 Can Existing Methods Debias Languages Other than English? First Attempt to Analyze and Mitigate Japanese Word Embeddings Masashi Takeshita author Yuki Katsumata author Rafal Rzepka author Kenji Araki author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication takeshita-etal-2020-existing https://aclanthology.org/2020.gebnlp-1.5/ 2020-12 44 55 Evaluating Bias In Dutch Word Embeddings Rodrigo Alejandro Chávez Mulsa author Gerasimos Spanakis author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication chavez-mulsa-spanakis-2020-evaluating https://aclanthology.org/2020.gebnlp-1.6/ 2020-12 56 71 Conversational Assistants and Gender Stereotypes: Public Perceptions and Desiderata for Voice Personas Amanda Cercas Curry author Judy Robertson author Verena Rieser author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication cercas-curry-etal-2020-conversational https://aclanthology.org/2020.gebnlp-1.7/ 2020-12 72 78 Semi-Supervised Topic Modeling for Gender Bias Discovery in English and Swedish Hannah Devinney author Jenny Björklund author Henrik Björklund author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication devinney-etal-2020-semi https://aclanthology.org/2020.gebnlp-1.8/ 2020-12 79 92 Investigating Societal Biases in a Poetry Composition System Emily Sheng author David Uthus author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication sheng-uthus-2020-investigating https://aclanthology.org/2020.gebnlp-1.9/ 2020-12 93 106 Situated Data, Situated Systems: A Methodology to Engage with Power Relations in Natural Language Processing Research Lucy Havens author Melissa Terras author Benjamin Bach author Beatrice Alex author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication havens-etal-2020-situated https://aclanthology.org/2020.gebnlp-1.10/ 2020-12 107 124 Gender and sentiment, critics and authors: a dataset of Norwegian book reviews Samia Touileb author Lilja Øvrelid author Erik Velldal author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication touileb-etal-2020-gender https://aclanthology.org/2020.gebnlp-1.11/ 2020-12 125 138 Gender-Aware Reinflection using Linguistically Enhanced Neural Models Bashar Alhafni author Nizar Habash author Houda Bouamor author 2020-12 text Proceedings of the Second Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication alhafni-etal-2020-gender https://aclanthology.org/2020.gebnlp-1.12/ 2020-12 139 150