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 / 770 papers shown

Title
Are Bias Evaluation Methods Biased ? Lina Berrayana Sean Rooney Luis Garces-Erice Ioana Giurgiu ELM 30 0 0 20 Jun 2025
Measuring (a Sufficient) World Model in LLMs: A Variance Decomposition Framework Nadav Kunievsky James A. Evans 20 0 0 19 Jun 2025
Dense SAE Latents Are Features, Not Bugs Xiaoqing Sun Alessandro Stolfo Joshua Engels Ben Wu Senthooran Rajamanoharan Mrinmaya Sachan Max Tegmark 61 0 0 18 Jun 2025
Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Zhengyang Shan Emily Ruth Diana Jiawei Zhou 43 0 0 18 Jun 2025
Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models Chenchen Yuan Zheyu Zhang Shuo Yang Bardh Prenkaj Gjergji Kasneci 36 0 0 17 Jun 2025
Robustly Improving LLM Fairness in Realistic Settings via Interpretability Adam Karvonen Samuel Marks 116 0 0 12 Jun 2025
Preserving Task-Relevant Information Under Linear Concept Removal Floris Holstege Shauli Ravfogel Bram Wouters KELM 130 0 0 12 Jun 2025
Gender Bias in English-to-Greek Machine Translation Eleni Gkovedarou Joke Daems Luna De Bruyne 77 0 0 11 Jun 2025
Evaluating LLM-corrupted Crowdsourcing Data Without Ground Truth Yichi Zhang Jinlong Pang Zhaowei Zhu Yang Liu 31 1 0 08 Jun 2025
Dissecting Bias in LLMs: A Mechanistic Interpretability Perspective Bhavik Chandna Zubair Bashir Procheta Sen 89 0 0 05 Jun 2025
BiMa: Towards Biases Mitigation for Text-Video Retrieval via Scene Element Guidance Huy Le Nhat Chung Tung Kieu A. Nguyen Ngan Le 72 0 0 04 Jun 2025
Beyond Linear Steering: Unified Multi-Attribute Control for Language Models Narmeen Oozeer Luke Marks Fazl Barez Amirali Abdullah LLMSV 33 0 0 30 May 2025
Precise In-Parameter Concept Erasure in Large Language Models Yoav Gur-Arieh Clara Suslik Yihuai Hong Fazl Barez Mor Geva KELM MU 101 0 0 28 May 2025
DECASTE: Unveiling Caste Stereotypes in Large Language Models through Multi-Dimensional Bias Analysis Prashanth Vijayaraghavan Soroush Vosoughi Lamogha Chizor Raya Horesh Rogerio Abreu de Paula Ehsan Degan Vandana Mukherjee 81 1 0 20 May 2025
Inter(sectional) Alia(s): Ambiguity in Voice Agent Identity via Intersectional Japanese Self-Referents Takao Fujii Katie Seaborn Madeleine Steeds Jun Kato 12 1 0 20 May 2025
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds Axel Abels Tom Lenaerts 56 0 0 18 May 2025
Do Large Language Models know who did what to whom? Joseph M. Denning Xiaohan Bryor Snefjella Idan A. Blank 266 1 0 23 Apr 2025
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering Yongbin Li Zhiting Fan Ruizhe Chen Xiaotang Gai Luqi Gong Yan Zhang Zuozhu Liu LLMSV 99 6 0 20 Apr 2025
Flexibility of German gas-fired generation: evidence from clustering empirical operation Chiara Fusar Bassini Alice Lixuan Xu Jorge Sanchez Canales Lion Hirth Lynn H. Kaack 36 0 0 14 Apr 2025
GraphSeg: Segmented 3D Representations via Graph Edge Addition and Contraction Haozhan Tang Tianyi Zhang Oliver Kroemer Matthew Johnson-Roberson Weiming Zhi 3DPC 95 0 0 04 Apr 2025
Overcoming Sparsity Artifacts in Crosscoders to Interpret Chat-Tuning Julian Minder Clement Dumas Caden Juang Bilal Chugtai Neel Nanda 172 1 0 03 Apr 2025
Evaluating how LLM annotations represent diverse views on contentious topics Megan A. Brown Shubham Atreja Libby Hemphill Patrick Y. Wu 433 0 0 29 Mar 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations Ziwei Ji L. Yu Yeskendir Koishekenov Yejin Bang Anthony Hartshorn Alan Schelten Cheng Zhang Pascale Fung Nicola Cancedda 114 6 0 18 Mar 2025
Who Relies More on World Knowledge and Bias for Syntactic Ambiguity Resolution: Humans or LLMs? So Young Lee Russell Scheinberg Amber Shore Ameeta Agrawal 79 1 0 13 Mar 2025
Gender Encoding Patterns in Pretrained Language Model Representations Mahdi Zakizadeh Mohammad Taher Pilehvar 216 0 0 09 Mar 2025
Language Models Predict Empathy Gaps Between Social In-groups and Out-groups Yu Hou Hal Daumé III Rachel Rudinger 100 4 0 02 Mar 2025
Investigating the Relationship Between Debiasing and Artifact Removal using Saliency Maps Lukasz Sztukiewicz Ignacy Stepka Michał Wiliński Jerzy Stefanowski 146 0 0 28 Feb 2025
The Call for Socially Aware Language Technologies Diyi Yang Dirk Hovy David Jurgens Barbara Plank VLM 153 12 0 24 Feb 2025
Encoding Inequity: Examining Demographic Bias in LLM-Driven Robot Caregiving Raj Korpan 75 0 0 24 Feb 2025
Is Free Self-Alignment Possible? Dyah Adila Changho Shin Yijing Zhang Frederic Sala MoMe 201 2 0 24 Feb 2025
Intrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language Models Yuyi Huang Runzhe Zhan Derek F. Wong Lidia S. Chao Ailin Tao AAML SyDa ELM 72 0 0 23 Feb 2025
Local Differences, Global Lessons: Insights from Organisation Policies for International Legislation Lucie-Aimée Kaffee Pepa Atanasova Anna Rogers 86 1 0 19 Feb 2025
Designing Role Vectors to Improve LLM Inference Behaviour Daniele Potertì Andrea Seveso Fabio Mercorio LLMSV 98 1 0 17 Feb 2025
Man Made Language Models? Evaluating LLMs' Perpetuation of Masculine Generics Bias Enzo Doyen Amalia Todirascu 94 1 0 14 Feb 2025
Fine-Tuned LLMs are "Time Capsules" for Tracking Societal Bias Through Books Sangmitra Madhusudan Robert D Morabito Skye Reid Nikta Gohari Sadr Ali Emami 148 1 0 07 Feb 2025
The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking Yuchun Miao Sen Zhang Liang Ding Yuqi Zhang Lefei Zhang Dacheng Tao 178 5 0 31 Jan 2025
Large language models can replicate cross-cultural differences in personality Paweł Niszczota Mateusz Janczak Michał Misiak 109 8 0 28 Jan 2025
Musical ethnocentrism in Large Language Models Anna Kruspe 72 0 0 23 Jan 2025
Playing Devil's Advocate: Unmasking Toxicity and Vulnerabilities in Large Vision-Language Models Abdulkadir Erol Trilok Padhi Agnik Saha Ugur Kursuncu Mehmet Emin Aktas 97 2 0 17 Jan 2025
The Goofus & Gallant Story Corpus for Practical Value Alignment Md Sultan al Nahian Tasmia Tasrin Spencer Frazier Mark O. Riedl Brent Harrison 120 0 0 17 Jan 2025
Foundation Models at Work: Fine-Tuning for Fairness in Algorithmic Hiring Buse Sibel Korkmaz Rahul Nair Elizabeth M. Daly Evangelos Anagnostopoulos Christos Varytimidis Antonio del Rio Chanona 78 0 0 13 Jan 2025
Scaling Down Semantic Leakage: Investigating Associative Bias in Smaller Language Models Veronika Smilga 97 0 0 11 Jan 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts Elizabeth Schaefer Kirk Roberts 186 0 0 10 Jan 2025
Generalizing Trust: Weak-to-Strong Trustworthiness in Language Models Martin Pawelczyk Lillian Sun Zhenting Qi Aounon Kumar Himabindu Lakkaraju 162 3 0 03 Jan 2025
Social Science Is Necessary for Operationalizing Socially Responsible Foundation Models Adam Davies Elisa Nguyen Michael Simeone Erik Johnston Martin Gubri 212 0 0 20 Dec 2024
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation Vera Neplenbroek Arianna Bisazza Raquel Fernández 213 1 0 18 Dec 2024
The Evolution and Future Perspectives of Artificial Intelligence Generated Content Chengzhang Zhu Luobin Cui Ying Tang Jiacun Wang 161 1 0 02 Dec 2024
Perception of Visual Content: Differences Between Humans and Foundation Models Nardiena A. Pratama Shaoyang Fan Gianluca Demartini VLM 165 0 0 28 Nov 2024
Learning to Ask: Conversational Product Search via Representation Learning Jie Zou Jimmy Xiangji Huang Zhaochun Ren Evangelos Kanoulas 155 14 0 18 Nov 2024
Controllable Context Sensitivity and the Knob Behind It Julian Minder Kevin Du Niklas Stoehr Giovanni Monea Chris Wendler Robert West Ryan Cotterell KELM 150 6 0 11 Nov 2024