Theories of "Gender" in NLP Bias Research

5 May 2022

Papers citing "Theories of "Gender" in NLP Bias Research"

50 / 117 papers shown

Title
Sensing and Steering Stereotypes: Extracting and Applying Gender Representation Vectors in LLMs Hannah Cyberey Yangfeng Ji David Evans LLMSV 163 1 0 27 Feb 2025
A Deep Learning Approach to Language-independent Gender Prediction on Twitter Reyhaneh Hashempour Barbara Plank Aline Villavicencio Renato Cordeiro de Amorim 106 3 0 29 Nov 2024
Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies Sunipa Dev Masoud Monajatipoor Anaelia Ovalle Arjun Subramonian J. M. Phillips Kai-Wei Chang 121 170 0 27 Aug 2021
Generating Gender Augmented Data for NLP N. Jain Maja Popovic Declan Groves Eva Vanmassenhove 68 16 0 13 Jul 2021
Evaluating Gender Bias in Hindi-English Machine Translation Gauri Gupta Krithika Ramesh Sanjay Singh 38 23 0 16 Jun 2021
Alexa, Google, Siri: What are Your Pronouns? Gender and Anthropomorphism in the Design and Perception of Conversational Assistants Gavin Abercrombie Amanda Cercas Curry Mugdha Pandya Verena Rieser 71 54 0 04 Jun 2021
Gender Bias Hidden Behind Chinese Word Embeddings: The Case of Chinese Adjectives Meichun Jiao Ziyang Luo 39 9 0 01 Jun 2021
Evaluating Gender Bias in Natural Language Inference Shanya Sharma Manan Dey Koustuv Sinha 71 41 0 12 May 2021
[RE] Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Haswanth Aekula Sugam Garg Animesh Gupta CVBM 31 3 0 14 Apr 2021
Gender Bias in Machine Translation Beatrice Savoldi Marco Gaido L. Bentivogli Matteo Negri Marco Turchi 170 206 0 13 Apr 2021
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation Chong Zhang Jieyu Zhao Huan Zhang Kai-Wei Chang Cho-Jui Hsieh AAML 63 10 0 12 Apr 2021
Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation Eva Vanmassenhove D. Shterionov M. Gwilliam 41 100 1 30 Jan 2021
Dictionary-based Debiasing of Pre-trained Word Embeddings Masahiro Kaneko Danushka Bollegala FaML 95 38 0 23 Jan 2021
Intrinsic Bias Metrics Do Not Correlate with Application Bias Seraphina Goldfarb-Tarrant Rebecca Marchant Ricardo Muñoz Sánchez Mugdha Pandya Adam Lopez 140 180 0 31 Dec 2020
Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters Marta R. Costa-jussá Carlos Escolano Christine Basta Javier Ferrando Roser Batlle-Roca Ksenia Kharitonova 60 18 0 24 Dec 2020
Evaluating Bias In Dutch Word Embeddings Rodrigo Alejandro Chávez Mulsa Gerasimos Spanakis 45 20 0 31 Oct 2020
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias Marion Bartl Malvina Nissim Albert Gatt 82 125 0 27 Oct 2020
Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings Vaibhav Kumar Tenzin Singhay Bhotia Vaibhav Kumar FaML 27 2 0 25 Oct 2020
LOGAN: Local Group Bias Detection by Clustering Jieyu Zhao Kai-Wei Chang 50 15 0 06 Oct 2020
Investigating Gender Bias in BERT Rishabh Bhardwaj Navonil Majumder Soujanya Poria 77 108 0 10 Sep 2020
Defining and Evaluating Fair Natural Language Generation C. Yeo A. Chen 61 24 0 28 Jul 2020
Towards Debiasing Sentence Representations Paul Pu Liang Irene Li Emily Zheng Y. Lim Ruslan Salakhutdinov Louis-Philippe Morency 84 240 0 16 Jul 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 157 1,257 0 28 May 2020
Grammatical gender associations outweigh topical gender bias in crosslinguistic word embeddings Kate McCurdy Oguz Serbetci 64 21 0 18 May 2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning Procheta Sen Debasis Ganguly 66 18 0 14 May 2020
Mitigating Gender Bias Amplification in Distribution by Posterior Regularization Shengyu Jia Tao Meng Jieyu Zhao Kai-Wei Chang FaML 58 43 0 13 May 2020
Intersectional Bias in Hate Speech and Abusive Language Datasets Jae-Yeon Kim Carlos Ortiz S. Nam Sarah Santiago V. Datta 68 45 0 12 May 2020
Cyberbullying Detection with Fairness Constraints O. Gencoglu 77 49 0 09 May 2020
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Tianlu Wang Xi Lin Nazneen Rajani Bryan McCann Vicente Ordonez Caimng Xiong CVBM 249 57 0 03 May 2020
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer Jieyu Zhao Subhabrata Mukherjee Saghar Hosseini Kai-Wei Chang Ahmed Hassan Awadallah 86 91 0 02 May 2020
Multi-Dimensional Gender Bias Classification Emily Dinan Angela Fan Ledell Yu Wu Jason Weston Douwe Kiela Adina Williams FaML 68 124 0 01 May 2020
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting Guanhua Zhang Bing Bai Junqi Zhang Kun Bai Conghui Zhu Tiejun Zhao 82 71 0 29 Apr 2020
Automatically Identifying Gender Issues in Machine Translation using Perturbations Hila Gonen Kellie Webster 74 40 0 29 Apr 2020
Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds Kawin Ethayarajh 50 27 0 26 Apr 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 101 1,020 0 20 Apr 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection Shauli Ravfogel Yanai Elazar Hila Gonen Michael Twiton Yoav Goldberg 144 388 0 16 Apr 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 128 140 0 09 Apr 2020
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation Seung-Jae Shin Kyungwoo Song Joonho Jang Hyemi Kim Weonyoung Joo Il-Chul Moon 72 21 0 07 Apr 2020
Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings H. Zhang Amy X. Lu Mohamed Abdalla Matthew B. A. McDermott Marzyeh Ghassemi 69 175 0 11 Mar 2020
Joint Multiclass Debiasing of Word Embeddings Radovan Popović Florian Lemmerich M. Strohmaier FaML 69 6 0 09 Mar 2020
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition Xiaolei Huang Linzi Xing Franck Dernoncourt Michael J. Paul 79 89 0 24 Feb 2020
Measuring Social Biases in Grounded Vision and Language Embeddings Candace Ross Boris Katz Andrei Barbu 93 65 0 20 Feb 2020
Fair Transfer of Multiple Style Attributes in Text Karan Dabas Nishtha Madaan Vijay Arya S. Mehta Gautam Singh Tanmoy Chakraborty 85 2 0 18 Jan 2020
RECAST: Interactive Auditing of Automatic Toxicity Detection Models Austin P. Wright Omar Shaikh Haekyu Park Will Epperson Muhammed Ahmed Stephane Pinel Diyi Yang Duen Horng Chau KELM 57 6 0 07 Jan 2020
Measuring Social Bias in Knowledge Graph Embeddings Joseph Fisher Dave Palfrey Christos Christodoulopoulos Arpit Mittal FaML 68 37 0 05 Dec 2019
Exposing and Correcting the Gender Bias in Image Captioning Datasets and Models Shruti Bhargava David A. Forsyth FaML 62 50 0 02 Dec 2019
A Causal Inference Method for Reducing Gender Bias in Word Embedding Relations Zekun Yang Juan Feng FaML 50 35 0 25 Nov 2019
Social Bias Frames: Reasoning about Social and Power Implications of Language Maarten Sap Saadia Gabriel Lianhui Qin Dan Jurafsky Noah A. Smith Yejin Choi 163 500 0 10 Nov 2019
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation Emily Dinan Angela Fan Adina Williams Jack Urbanek Douwe Kiela Jason Weston 113 208 0 10 Nov 2019
Towards Understanding Gender Bias in Relation Extraction Andrew Gaut Tony Sun Shirlyn Tang Yuxin Huang Jing Qian ... Jieyu Zhao Diba Mirza E. Belding Kai-Wei Chang William Yang Wang FaML 92 41 0 09 Nov 2019