Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings

21 July 2016

Adam Kalai

Papers citing "Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings"

50 / 778 papers shown

Title
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques Manon Reusens Philipp Borchert Margot Mieskes Jochen De Weerdt Bart Baesens 85 11 0 16 Oct 2023
Will the Prince Get True Love's Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts Christina Chance Da Yin Dakuo Wang Kai-Wei Chang 100 0 0 16 Oct 2023
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters Yixin Wan George Pu Jiao Sun Aparna Garimella Kai-Wei Chang Nanyun Peng 116 200 0 13 Oct 2023
Large language models can accurately predict searcher preferences Paul Thomas S. Spielman Nick Craswell Bhaskar Mitra ALM LRM 106 154 0 19 Sep 2023
Zero-Shot Robustification of Zero-Shot Models Dyah Adila Changho Shin Lin Cai Frederic Sala 88 20 0 08 Sep 2023
Mind vs. Mouth: On Measuring Re-judge Inconsistency of Social Bias in Large Language Models Yachao Zhao Bo Wang Dongming Zhao Kun Huang Yan Wang Ruifang He Yuexian Hou 97 4 0 24 Aug 2023
Unmasking Nationality Bias: A Study of Human Perception of Nationalities in AI-Generated Articles Pranav Narayanan Venkit Sanjana Gautam Ruchi Panchanadikar Tingting Huang Shomir Wilson 60 23 0 08 Aug 2023
Balanced Face Dataset: Guiding StyleGAN to Generate Labeled Synthetic Face Image Dataset for Underrepresented Group Kidist Amde Mekonnen CVBM 47 2 0 07 Aug 2023
A Geometric Notion of Causal Probing Clément Guerner Anej Svete Tianyu Liu Alex Warstadt Ryan Cotterell LLMSV 111 17 0 27 Jul 2023
Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models Somayeh Ghanbarzadeh Yan-ping Huang Hamid Palangi R. C. Moreno Hamed Khanpour 70 12 0 20 Jul 2023
Building Socio-culturally Inclusive Stereotype Resources with Community Engagement Sunipa Dev J. Goyal Dinesh Tewari Shachi Dave Vinodkumar Prabhakaran 69 26 0 20 Jul 2023
National Origin Discrimination in Deep-learning-powered Automated Resume Screening Changhao Nai Kuangzheng Li Haibing Lu 52 4 0 13 Jul 2023
Learning to Generate Equitable Text in Dialogue from Biased Training Data Anthony Sicilia Malihe Alikhani 114 16 0 10 Jul 2023
FFPDG: Fast, Fair and Private Data Generation Weijie Xu Jinjin Zhao Francis Iannacci Bo Wang 83 12 0 30 Jun 2023
Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness Neil Menghani E. McFowland Daniel B. Neill 64 0 0 19 Jun 2023
LEACE: Perfect linear concept erasure in closed form Nora Belrose David Schneider-Joseph Shauli Ravfogel Ryan Cotterell Edward Raff Stella Biderman KELM MU 182 120 0 06 Jun 2023
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder Dana Arad Hadas Orgad Yonatan Belinkov KELM 142 19 0 01 Jun 2023
Backpack Language Models John Hewitt John Thickstun Christopher D. Manning Percy Liang KELM 101 16 0 26 May 2023
Rethinking Diversity in Deep Neural Network Testing Zi Wang Jihye Choi Keming Wang S. Jha 47 2 0 25 May 2023
Is Your Model "MADD"? A Novel Metric to Evaluate Algorithmic Fairness for Predictive Student Models M. Verger Sébastien Lallé F. Bouchet Vanda Luengo 66 11 0 24 May 2023
Trade-Offs Between Fairness and Privacy in Language Modeling Cleo Matzken Steffen Eger Ivan Habernal SILM 115 6 0 24 May 2023
SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations Victoria Lin Louis-Philippe Morency MILM 63 1 0 24 May 2023
Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models Robert D Morabito Jad Kabbara Ali Emami 42 7 0 23 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 131 3 0 23 May 2023
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias Victoria Lin Louis-Philippe Morency Dimitrios Dimitriadis Srinagesh Sharma CML 61 1 0 23 May 2023
Assessing Linguistic Generalisation in Language Models: A Dataset for Brazilian Portuguese Rodrigo Wilkens Leonardo Zilio Aline Villavicencio 58 1 0 23 May 2023
This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models Seraphina Goldfarb-Tarrant Eddie L. Ungless Esma Balkir Su Lin Blodgett 100 10 0 22 May 2023
Comparing Biases and the Impact of Multilingual Training across Multiple Languages Sharon Levy Neha Ann John Ling Liu Yogarshi Vyas Jie Ma Yoshinari Fujinuma Miguel Ballesteros Vittorio Castelli Dan Roth 85 28 0 18 May 2023
Smiling Women Pitching Down: Auditing Representational and Presentational Gender Biases in Image Generative AI Luhang Sun Mian Wei Yibing Sun Yoo Ji Suh Liwei Shen Sijia Yang 75 61 0 17 May 2023
ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages Sourojit Ghosh Aylin Caliskan 86 81 0 17 May 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection Shadi Iskander Kira Radinsky Yonatan Belinkov 152 19 0 17 May 2023
"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation Anaelia Ovalle Palash Goyal Jwala Dhamala Zachary Jaggers Kai-Wei Chang Aram Galstyan R. Zemel Rahul Gupta 97 73 0 17 May 2023
Constructing Holistic Measures for Social Biases in Masked Language Models Yang Liu Yuexian Hou 27 0 0 12 May 2023
Surfacing Biases in Large Language Models using Contrastive Input Decoding G. Yona Or Honovich Itay Laish Roee Aharoni 65 12 0 12 May 2023
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation Zhiling Zhang Mengyue Wu Ke Zhu AI4CE 76 1 0 04 May 2023
Fairness in AI Systems: Mitigating gender bias from language-vision models Lavisha Aggarwal Shruti Bhargava 70 5 0 03 May 2023
Patterns of gender-specializing query reformulation Amifa Raj Bhaskar Mitra Nick Craswell Michael D. Ekstrand 25 1 0 25 Apr 2023
Individual Fairness in Bayesian Neural Networks Alice Doherty Matthew Wicker Luca Laurenti A. Patané 147 5 0 21 Apr 2023
Measuring Normative and Descriptive Biases in Language Models Using Census Data Samia Touileb Lilja Ovrelid Erik Velldal 88 4 0 12 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 121 264 0 07 Apr 2023
Philosophical Foundations of GeoAI: Exploring Sustainability, Diversity, and Bias in GeoAI and Spatial Data Science K. Janowicz AI4CE 75 18 0 27 Mar 2023
Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders Georgina Curto F. Comim FaML 37 1 0 22 Mar 2023
Neuro-symbolic Commonsense Social Reasoning David Chanin Anthony Hunter NAI LRM 61 3 0 14 Mar 2023
Contributing to Accessibility Datasets: Reflections on Sharing Study Data by Blind People Rie Kamikubo Kyungjun Lee Hernisa Kacorri 63 9 0 09 Mar 2023
Bias, diversity, and challenges to fairness in classification and automated text analysis. From libraries to AI and back Bettina Berendt Özgür Karadeniz Sercan Kiyak Stefan Mertens L. d’Haenens FaML 33 0 0 07 Mar 2023
A Challenging Benchmark for Low-Resource Learning Yudong Wang Chang Ma Qingxiu Dong Lingpeng Kong Jingjing Xu 81 4 0 07 Mar 2023
Fairness in Language Models Beyond English: Gaps and Challenges Krithika Ramesh Sunayana Sitaram Monojit Choudhury 78 23 0 24 Feb 2023
Poisoning Web-Scale Training Datasets is Practical Nicholas Carlini Matthew Jagielski Christopher A. Choquette-Choo Daniel Paleka Will Pearce Hyrum S. Anderson Andreas Terzis Kurt Thomas Florian Tramèr SILM 131 204 0 20 Feb 2023
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility William Paul P. Mathew F. Alajaji Philippe Burlina 38 2 0 15 Feb 2023
Conversational AI-Powered Design: ChatGPT as Designer, User, and Product A. Kocaballi 65 40 0 15 Feb 2023