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

Proceedings of the First Workshop on Gender Bias in Natural Language Processing Marta R Costa-jussà editor Christian Hardmeier editor Will Radford editor Kellie Webster editor 2019-08 Association for Computational Linguistics Florence, Italy text conference publication ws-2019-gender https://aclanthology.org/W19-3800/ Gendered Ambiguous Pronoun (GAP) Shared Task at the Gender Bias in NLP Workshop 2019 Kellie Webster author Marta R Costa-jussà author Christian Hardmeier author Will Radford author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication webster-etal-2019-gendered 10.18653/v1/W19-3801 https://aclanthology.org/W19-3801/ 2019-08 1 7 Proposed Taxonomy for Gender Bias in Text; A Filtering Methodology for the Gender Generalization Subtype Yasmeen Hitti author Eunbee Jang author Ines Moreno author Carolyne Pelletier author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication hitti-etal-2019-proposed 10.18653/v1/W19-3802 https://aclanthology.org/W19-3802/ 2019-08 8 17 Relating Word Embedding Gender Biases to Gender Gaps: A Cross-Cultural Analysis Scott Friedman author Sonja Schmer-Galunder author Anthony Chen author Jeffrey Rye author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication friedman-etal-2019-relating 10.18653/v1/W19-3803 https://aclanthology.org/W19-3803/ 2019-08 18 24 Measuring Gender Bias in Word Embeddings across Domains and Discovering New Gender Bias Word Categories Kaytlin Chaloner author Alfredo Maldonado author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication chaloner-maldonado-2019-measuring 10.18653/v1/W19-3804 https://aclanthology.org/W19-3804/ 2019-08 25 32 Evaluating the Underlying Gender Bias in Contextualized Word Embeddings Christine Basta author Marta R Costa-jussà author Noe Casas author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication basta-etal-2019-evaluating 10.18653/v1/W19-3805 https://aclanthology.org/W19-3805/ 2019-08 33 39 Conceptor Debiasing of Word Representations Evaluated on WEAT Saket Karve author Lyle Ungar author João Sedoc author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication karve-etal-2019-conceptor 10.18653/v1/W19-3806 https://aclanthology.org/W19-3806/ 2019-08 40 48 Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection Amit Moryossef author Roee Aharoni author Yoav Goldberg author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication moryossef-etal-2019-filling 10.18653/v1/W19-3807 https://aclanthology.org/W19-3807/ 2019-08 49 54 The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations João Sedoc author Lyle Ungar author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication sedoc-ungar-2019-role 10.18653/v1/W19-3808 https://aclanthology.org/W19-3808/ 2019-08 55 61 Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis Jayadev Bhaskaran author Isha Bhallamudi author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication bhaskaran-bhallamudi-2019-good 10.18653/v1/W19-3809 https://aclanthology.org/W19-3809/ 2019-08 62 68 Debiasing Embeddings for Reduced Gender Bias in Text Classification Flavien Prost author Nithum Thain author Tolga Bolukbasi author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication prost-etal-2019-debiasing 10.18653/v1/W19-3810 https://aclanthology.org/W19-3810/ 2019-08 69 75 BERT Masked Language Modeling for Co-reference Resolution Felipe Alfaro author Marta R Costa-jussà author José A R Fonollosa author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication alfaro-etal-2019-bert 10.18653/v1/W19-3811 https://aclanthology.org/W19-3811/ 2019-08 76 81 Transfer Learning from Pre-trained BERT for Pronoun Resolution Xingce Bao author Qianqian Qiao author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication bao-qiao-2019-transfer 10.18653/v1/W19-3812 https://aclanthology.org/W19-3812/ 2019-08 82 88 MSnet: A BERT-based Network for Gendered Pronoun Resolution Zili Wang author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication wang-2019-msnet 10.18653/v1/W19-3813 https://aclanthology.org/W19-3813/ 2019-08 89 95 Look Again at the Syntax: Relational Graph Convolutional Network for Gendered Ambiguous Pronoun Resolution Yinchuan Xu author Junlin Yang author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication xu-yang-2019-look 10.18653/v1/W19-3814 https://aclanthology.org/W19-3814/ 2019-08 96 101 Fill the GAP: Exploiting BERT for Pronoun Resolution Kai-Chou Yang author Timothy Niven author Tzu Hsuan Chou author Hung-Yu Kao author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication yang-etal-2019-fill 10.18653/v1/W19-3815 https://aclanthology.org/W19-3815/ 2019-08 102 106 On GAP Coreference Resolution Shared Task: Insights from the 3rd Place Solution Artem Abzaliev author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication abzaliev-2019-gap 10.18653/v1/W19-3816 https://aclanthology.org/W19-3816/ 2019-08 107 112 Resolving Gendered Ambiguous Pronouns with BERT Matei Ionita author Yury Kashnitsky author Ken Krige author Vladimir Larin author Atanas Atanasov author Dennis Logvinenko author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication ionita-etal-2019-resolving 10.18653/v1/W19-3817 https://aclanthology.org/W19-3817/ 2019-08 113 119 Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge Bo Liu author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication liu-2019-anonymized 10.18653/v1/W19-3818 https://aclanthology.org/W19-3818/ 2019-08 120 125 Gendered Pronoun Resolution using BERT and an Extractive Question Answering Formulation Rakesh Chada author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication chada-2019-gendered 10.18653/v1/W19-3819 https://aclanthology.org/W19-3819/ 2019-08 126 133 Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling Sandeep Attree author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication attree-2019-gendered 10.18653/v1/W19-3820 https://aclanthology.org/W19-3820/ 2019-08 134 146 Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques Joel Escudé Font author Marta R Costa-jussà author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication escude-font-costa-jussa-2019-equalizing 10.18653/v1/W19-3821 https://aclanthology.org/W19-3821/ 2019-08 147 154 Automatic Gender Identification and Reinflection in Arabic Nizar Habash author Houda Bouamor author Christine Chung author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication habash-etal-2019-automatic 10.18653/v1/W19-3822 https://aclanthology.org/W19-3822/ 2019-08 155 165 Measuring Bias in Contextualized Word Representations Keita Kurita author Nidhi Vyas author Ayush Pareek author Alan W Black author Yulia Tsvetkov author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication kurita-etal-2019-measuring 10.18653/v1/W19-3823 https://aclanthology.org/W19-3823/ 2019-08 166 172 On Measuring Gender Bias in Translation of Gender-neutral Pronouns Won Ik Cho author Ji Won Kim author Seok Min Kim author Nam Soo Kim author 2019-08 text Proceedings of the First 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 Florence, Italy conference publication cho-etal-2019-measuring 10.18653/v1/W19-3824 https://aclanthology.org/W19-3824/ 2019-08 173 181