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Semantics derived automatically from language corpora contain human-like biases

25 August 2016

Papers citing "Semantics derived automatically from language corpora contain human-like biases"

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textless-lib: a Library for Textless Spoken Language Processing Eugene Kharitonov Jade Copet Kushal Lakhotia Tu Nguyen Paden Tomasello ... A. Elkahky Wei-Ning Hsu Abdel-rahman Mohamed Emmanuel Dupoux Yossi Adi 121 34 0 15 Feb 2022
Context-Aware Discrimination Detection in Job Vacancies using Computational Language Models S. Vethman A. Adhikari M. D. Boer J. V. Genabeek C. Veenman 46 2 0 02 Feb 2022
Adaptive Sampling Strategies to Construct Equitable Training Datasets William Cai R. Encarnación Bobbie Chern S. Corbett-Davies Miranda Bogen Stevie Bergman Sharad Goel 164 30 0 31 Jan 2022
Linear Adversarial Concept Erasure Shauli Ravfogel Michael Twiton Yoav Goldberg Ryan Cotterell KELM 144 64 0 28 Jan 2022
Handling Bias in Toxic Speech Detection: A Survey Tanmay Garg Sarah Masud Tharun Suresh Tanmoy Chakraborty 122 98 0 26 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 394 444 0 24 Jan 2022
Causal effect of racial bias in data and machine learning algorithms on user persuasiveness & discriminatory decision making: An Empirical Study Kinshuk Sengupta Praveen Ranjan Srivastava 74 6 0 22 Jan 2022
Regional Negative Bias in Word Embeddings Predicts Racial Animus--but only via Name Frequency Austin Van Loon Salvatore Giorgi Robb Willer J. Eichstaedt 69 11 0 20 Jan 2022
CM3: A Causal Masked Multimodal Model of the Internet Armen Aghajanyan Po-Yao (Bernie) Huang Candace Ross Vladimir Karpukhin Hu Xu ... Dmytro Okhonko Mandar Joshi Gargi Ghosh M. Lewis Luke Zettlemoyer 125 158 0 19 Jan 2022
Quantifying Gender Bias in Consumer Culture Reihane Boghrati Jonah A. Berger 37 8 0 10 Jan 2022
Applying Word Embeddings to Measure Valence in Information Operations Targeting Journalists in Brazil David A. Broniatowski 31 0 0 06 Jan 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 93 117 0 28 Dec 2021
Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages Jiao Sun Tongshuang Wu Yue Jiang Ronil Awalegaonkar Xi Lin Diyi Yang 19 8 0 28 Dec 2021
Quantifying Gender Biases Towards Politicians on Reddit Sara Vera Marjanović Karolina Stañczak Isabelle Augenstein 71 15 0 22 Dec 2021
Human Languages with Greater Information Density Increase Communication Speed, but Decrease Conversation Breadth Pedro Aceves James A. Evans 59 6 0 15 Dec 2021
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models Pieter Delobelle E. Tokpo T. Calders Bettina Berendt 71 25 0 14 Dec 2021
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts Nan Du Yanping Huang Andrew M. Dai Simon Tong Dmitry Lepikhin ... Kun Zhang Quoc V. Le Yonghui Wu Zhiwen Chen Claire Cui ALM MoE 275 833 0 13 Dec 2021
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models Benjamin Minixhofer Fabian Paischer Navid Rekabsaz 109 85 0 13 Dec 2021
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 106 84 0 09 Dec 2021
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving Lei Ding Dengdeng Yu Jinhan Xie Wenxing Guo Shenggang Hu Meichen Liu Linglong Kong Hongsheng Dai Yanchun Bao Bei Jiang FaML 121 30 0 09 Dec 2021
Ethical and social risks of harm from Language Models Laura Weidinger John F. J. Mellor Maribeth Rauh Conor Griffin J. Uesato ... Lisa Anne Hendricks William S. Isaac Sean Legassick G. Irving Iason Gabriel PILM 209 1,045 0 08 Dec 2021
Exploring Language Patterns in a Medical Licensure Exam Item Bank Swati Padhee Kimberly Swygert Ian Micir 35 1 0 20 Nov 2021
Assessing gender bias in medical and scientific masked language models with StereoSet Robert Robinson 26 5 0 15 Nov 2021
Evaluating Metrics for Bias in Word Embeddings Sarah Schröder Alexander Schulz Philip Kenneweg Robert Feldhans Fabian Hinder Barbara Hammer 56 10 0 15 Nov 2021
AI and Blackness: Towards moving beyond bias and representation Christopher L. Dancy P. Saucier 21 11 0 05 Nov 2021
Fair-SSL: Building fair ML Software with less data Joymallya Chakraborty Suvodeep Majumder Huy Tu SyDa 72 5 0 03 Nov 2021
Post-processing for Individual Fairness Felix Petersen Debarghya Mukherjee Yuekai Sun Mikhail Yurochkin FaML 80 86 0 26 Oct 2021
Fair Enough: Searching for Sufficient Measures of Fairness Suvodeep Majumder Joymallya Chakraborty Gina R. Bai Kathryn T. Stolee Tim Menzies 97 29 0 25 Oct 2021
Statistical discrimination in learning agents Edgar A. Duénez-Guzmán Kevin R. McKee Yiran Mao Ben Coppin Silvia Chiappa ... Yoram Bachrach Suzanne Sadedin William S. Isaac K. Tuyls Joel Z Leibo 77 7 0 21 Oct 2021
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models Nicholas Meade Elinor Poole-Dayan Siva Reddy 113 131 0 16 Oct 2021
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 276 429 0 15 Oct 2021
Systematic Inequalities in Language Technology Performance across the World's Languages Damián E. Blasi Antonios Anastasopoulos Graham Neubig 164 142 0 13 Oct 2021
Adversarial Examples Generation for Reducing Implicit Gender Bias in Pre-trained Models Wenqian Ye Fei Xu Yaojia Huang Cassie Huang A. Ji 34 2 0 03 Oct 2021
Multi-Agent Algorithmic Recourse Andrew O'Brien Edward J. Kim 84 5 0 01 Oct 2021
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models Robert Wolfe Aylin Caliskan 125 51 0 01 Oct 2021
Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution Hillary Dawkins 42 0 0 28 Sep 2021
Identifying and Mitigating Gender Bias in Hyperbolic Word Embeddings Vaibhav Kumar Tenzin Singhay Bhotia Vaibhav Kumar Tanmoy Chakraborty FaML 136 3 0 28 Sep 2021
Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender Sky CH-Wang David Jurgens 65 7 0 22 Sep 2021
Fairness-aware Class Imbalanced Learning Shivashankar Subramanian Afshin Rahimi Timothy Baldwin Trevor Cohn Lea Frermann FaML 154 29 0 21 Sep 2021
Evaluating Debiasing Techniques for Intersectional Biases Shivashankar Subramanian Xudong Han Timothy Baldwin Trevor Cohn Lea Frermann 165 50 0 21 Sep 2021
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? Rochelle Choenni Ekaterina Shutova R. Rooij 106 29 0 21 Sep 2021
Model-Based Approach for Measuring the Fairness in ASR Zhe Liu Irina-Elena Veliche Fuchun Peng 86 22 0 19 Sep 2021
Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making Alex Chohlas-Wood Madison Coots Henry Zhu Emma Brunskill Sharad Goel FaML 84 25 0 18 Sep 2021
Enforcing fairness in private federated learning via the modified method of differential multipliers Borja Rodríguez Gálvez Filip Granqvist Rogier van Dalen M. Seigel FedML 108 56 0 17 Sep 2021
SWEAT: Scoring Polarization of Topics across Different Corpora Federico Bianchi Marco Marelli P. Nicoli M. Palmonari 96 6 0 15 Sep 2021
Design Guidelines for Prompt Engineering Text-to-Image Generative Models Vivian Liu Lydia B. Chilton 83 511 0 14 Sep 2021
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice Oh 240 101 0 13 Sep 2021
Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search Jialu Wang Yang Liu Xinze Wang FaML 207 95 0 12 Sep 2021
Assessing the Reliability of Word Embedding Gender Bias Measures Yupei Du Qixiang Fang D. Nguyen 84 23 0 10 Sep 2021
Debiasing Methods in Natural Language Understanding Make Bias More Accessible Michael J. Mendelson Yonatan Belinkov 93 23 0 09 Sep 2021