Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes

22 November 2017

Dan Jurafsky

Papers citing "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes"

50 / 308 papers shown

Title
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 127 42 0 31 Mar 2024
Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness Luca Deck Jan-Laurin Müller Conradin Braun Domenique Zipperling Niklas Kühl FaML 81 5 0 29 Mar 2024
Reflecting the Male Gaze: Quantifying Female Objectification in 19th and 20th Century Novels Kexin Luo Yue Mao Bei Zhang Sophie Hao 118 1 0 25 Mar 2024
Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language Alistair Plum Tharindu Ranasinghe Christoph Purschke 52 0 0 25 Mar 2024
Locating and Mitigating Gender Bias in Large Language Models Yuchen Cai Ding Cao Rongxi Guo Yaqin Wen Guiquan Liu Enhong Chen 53 5 0 21 Mar 2024
Protected group bias and stereotypes in Large Language Models Hadas Kotek David Q. Sun Zidi Xiu Margit Bowler Christopher Klein AILaw ALM 52 3 0 21 Mar 2024
Legally Binding but Unfair? Towards Assessing Fairness of Privacy Policies Vincent Freiberger Erik Buchmann AILaw 68 5 0 12 Mar 2024
Surveying the Dead Minds: Historical-Psychological Text Analysis with Contextualized Construct Representation (CCR) for Classical Chinese Yuqi Chen Sixuan Li Ying Li Mohammad Atari 99 5 0 01 Mar 2024
Measuring Implicit Bias in Explicitly Unbiased Large Language Models Xuechunzi Bai Angelina Wang Ilia Sucholutsky Thomas Griffiths 150 36 0 06 Feb 2024
Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways Angelina Wang Xuechunzi Bai Solon Barocas Su Lin Blodgett FaML 85 5 0 06 Feb 2024
Large Language Models are Geographically Biased Rohin Manvi Samar Khanna Marshall Burke David B. Lobell Stefano Ermon 105 53 0 05 Feb 2024
AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents A. Owodunni Aditya Yadavalli Chris C. Emezue Tobi Olatunji Clinton Mbataku 75 1 0 02 Feb 2024
Digital Divides in Scene Recognition: Uncovering Socioeconomic Biases in Deep Learning Systems Michelle R. Greene Mariam Josyula Wentao Si Jennifer A. Hart 84 0 0 23 Jan 2024
Whose wife is it anyway? Assessing bias against same-gender relationships in machine translation Ian Stewart Rada Mihalcea 73 5 0 10 Jan 2024
To Diverge or Not to Diverge: A Morphosyntactic Perspective on Machine Translation vs Human Translation Jiaming Luo Colin Cherry George F. Foster 54 4 0 02 Jan 2024
Taxonomy-based CheckList for Large Language Model Evaluation Damin Zhang 32 0 0 15 Dec 2023
Assessing LLMs for Moral Value Pluralism Noam Benkler Drisana Mosaphir Scott E. Friedman Andrew Smart Sonja Schmer-Galunder 76 19 0 08 Dec 2023
Clinical Notes Reveal Physician Fatigue Chao-Chun Hsu Ziad Obermeyer Chenhao Tan 39 1 0 05 Dec 2023
SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata Mark Díaz Sunipa Dev Emily Reif Remi Denton Vinodkumar Prabhakaran 100 4 0 28 Nov 2023
Labor Space: A Unifying Representation of the Labor Market via Large Language Models Seongwoon Kim Yong-Yeol Ahn Jaehyuk Park 29 1 0 09 Nov 2023
Data Science for Social Good Ahmed Abbasi Roger H. L. Chiang Jennifer Xu 22 5 0 02 Nov 2023
Generative Language Models Exhibit Social Identity Biases Tiancheng Hu Yara Kyrychenko Steve Rathje Nigel Collier S. V. D. Linden Jon Roozenbeek 117 51 0 24 Oct 2023
Moral consensus and divergence in partisan language use N. Rim Marc G. Berman Yuan Chang Leong 56 0 0 14 Oct 2023
Biased Attention: Do Vision Transformers Amplify Gender Bias More than Convolutional Neural Networks? Abhishek Mandal Susan Leavy Suzanne Little ViT 106 5 0 15 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 140 606 0 02 Sep 2023
Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection Fatma Elsafoury 84 3 0 31 Aug 2023
Gender bias and stereotypes in Large Language Models Hadas Kotek Rikker Dockum David Q. Sun 123 250 0 28 Aug 2023
Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions Reem I. Masoud Ziquan Liu Martin Ferianc Philip C. Treleaven Miguel R. D. Rodrigues 83 61 0 25 Aug 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 126 70 0 20 Aug 2023
Portrayal: Leveraging NLP and Visualization for Analyzing Fictional Characters Md. Naimul Hoque Bhavya Ghai Kari Kraus Niklas Elmqvist 59 16 0 08 Aug 2023
Transfer Learning and Bias Correction with Pre-trained Audio Embeddings Changhong Wang G. Richard Brian McFee 24 0 0 20 Jul 2023
The Resume Paradox: Greater Language Differences, Smaller Pay Gaps J. Minot Marc E. Maier Bradford Demarest Nicholas Cheney C. Danforth P. Dodds M. Frank 45 0 0 17 Jul 2023
Evaluating Biased Attitude Associations of Language Models in an Intersectional Context Shiva Omrani Sabbaghi Robert Wolfe Aylin Caliskan 73 25 0 07 Jul 2023
A Bayesian approach to uncertainty in word embedding bias estimation Alicja Dobrzeniecka R. Urbaniak 53 1 0 15 Jun 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 86 23 0 13 Jun 2023
Detecting and Mitigating Indirect Stereotypes in Word Embeddings Erin E. George Joyce A. Chew Deanna Needell 54 0 0 23 May 2023
On Bias and Fairness in NLP: Investigating the Impact of Bias and Debiasing in Language Models on the Fairness of Toxicity Detection Fatma Elsafoury Stamos Katsigiannis 58 1 0 22 May 2023
Measuring Intersectional Biases in Historical Documents Nadav Borenstein Karolina Stañczak Thea Rolskov N. Perez N. Kafer Isabelle Augenstein 63 5 0 21 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 255 1,207 0 17 May 2023
On the Origins of Bias in NLP through the Lens of the Jim Code Fatma Elsafoury Gavin Abercrombie 83 4 0 16 May 2023
Multimodal Composite Association Score: Measuring Gender Bias in Generative Multimodal Models Abhishek Mandal Susan Leavy Suzanne Little EGVM 114 19 0 26 Apr 2023
Coarse race data conceals disparities in clinical risk score performance Rajiv Movva Divya Shanmugam Kaihua Hou P. Pathak John Guttag Nikhil Garg Emma Pierson 81 20 0 18 Apr 2023
Computational modeling of semantic change Nina Tahmasebi Haim Dubossarsky 101 6 0 13 Apr 2023
Can Large Language Models Transform Computational Social Science? Caleb Ziems William B. Held Omar Shaikh Jiaao Chen Zhehao Zhang Diyi Yang LLMAG 124 318 0 12 Apr 2023
Toxicity in ChatGPT: Analyzing Persona-assigned Language Models Ameet Deshpande Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik Narasimhan LM&MA LLMAG 84 372 0 11 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 121 263 0 07 Apr 2023
Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders Georgina Curto F. Comim FaML 23 1 0 22 Mar 2023
FAIR-Ensemble: When Fairness Naturally Emerges From Deep Ensembling Wei-Yin Ko Daniel D'souza Karina Nguyen Randall Balestriero Sara Hooker FedML 82 11 0 01 Mar 2023
How optimal transport can tackle gender biases in multi-class neural-network classifiers for job recommendations? Fanny Jourdan Titon Tshiongo Kaninku Nicholas M. Asher Jean-Michel Loubes Laurent Risser FaML 69 4 0 27 Feb 2023
Analyzing And Editing Inner Mechanisms Of Backdoored Language Models Max Lamparth Anka Reuel KELM 73 11 0 24 Feb 2023