Gender Bias in Contextualized Word Embeddings

5 April 2019

Papers citing "Gender Bias in Contextualized Word Embeddings"

50 / 241 papers shown

Title
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering Heng Chang Zhiting Fan Ruizhe Chen Xiaotang Gai Luqi Gong Yan Zhang Zuozhu Liu LLMSV 40 1 0 20 Apr 2025
GraphSeg: Segmented 3D Representations via Graph Edge Addition and Contraction Haozhan Tang Tianyi Zhang Oliver Kroemer Matthew Johnson-Roberson Weiming Zhi 3DPC 59 0 0 04 Apr 2025
The LLM Wears Prada: Analysing Gender Bias and Stereotypes through Online Shopping Data Massimiliano Luca Ciro Beneduce Bruno Lepri Jacopo Staiano 50 0 0 02 Apr 2025
Detecting and Mitigating Bias in LLMs through Knowledge Graph-Augmented Training Rajeev Kumar Harishankar Kumar Kumari Shalini 59 0 0 01 Apr 2025
Evaluating how LLM annotations represent diverse views on contentious topics Megan A. Brown Shubham Atreja Libby Hemphill Patrick Y. Wu 185 0 0 29 Mar 2025
On the Mutual Influence of Gender and Occupation in LLM Representations Haozhe An Connor Baumler Abhilasha Sancheti Rachel Rudinger AI4CE 55 1 0 09 Mar 2025
Gender Encoding Patterns in Pretrained Language Model Representations Mahdi Zakizadeh Mohammad Taher Pilehvar 48 0 0 09 Mar 2025
Structured Reasoning for Fairness: A Multi-Agent Approach to Bias Detection in Textual Data Tianyi Huang Elsa Fan 45 1 0 01 Mar 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts Elizabeth Schaefer Kirk Roberts 41 0 0 10 Jan 2025
Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment Feng He Chao Zhang Zhixue Zhao 84 0 0 04 Dec 2024
Think-to-Talk or Talk-to-Think? When LLMs Come Up with an Answer in Multi-Step Arithmetic Reasoning Keito Kudo Yoichi Aoki Tatsuki Kuribayashi Shusaku Sone Masaya Taniguchi Ana Brassard Keisuke Sakaguchi Kentaro Inui ReLM LRM 77 0 0 02 Dec 2024
How far can bias go? -- Tracing bias from pretraining data to alignment Marion Thaler Abdullatif Köksal Alina Leidinger Anna Korhonen Hinrich Schutze 74 0 0 28 Nov 2024
Mitigating Gender Bias in Contextual Word Embeddings Navya Yarrabelly Vinay Damodaran Feng-Guang Su 74 0 0 18 Nov 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 33 10 0 16 Nov 2024
Does Differential Privacy Impact Bias in Pretrained NLP Models? Md. Khairul Islam Andrew Wang Tianhao Wang Yangfeng Ji Judy Fox Jieyu Zhao AI4CE 31 0 0 24 Oct 2024
On Debiasing Text Embeddings Through Context Injection Thomas Uriot 37 0 0 14 Oct 2024
Collapsed Language Models Promote Fairness Jingxuan Xu Wuyang Chen Linyi Li Yao Zhao Yunchao Wei 46 0 0 06 Oct 2024
Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions Angana Borah Rada Mihalcea 42 9 0 03 Oct 2024
Anti-stereotypical Predictive Text Suggestions Do Not Reliably Yield Anti-stereotypical Writing Connor Baumler Hal Daumé III 33 0 0 30 Sep 2024
The Dark Side of Human Feedback: Poisoning Large Language Models via User Inputs Bocheng Chen Hanqing Guo Guangjing Wang Yuanda Wang Qiben Yan AAML 44 4 0 01 Sep 2024
Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective Zhaotian Weng Zijun Gao Jerone Andrews Jieyu Zhao 33 0 0 03 Jul 2024
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models Xavier Suau Pieter Delobelle Katherine Metcalf Armand Joulin N. Apostoloff Luca Zappella P. Rodríguez MU AAML 42 8 0 02 Jul 2024
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale Guilherme Penedo Hynek Kydlícek Loubna Ben Allal Anton Lozhkov Margaret Mitchell Colin Raffel Leandro von Werra Thomas Wolf 56 194 0 25 Jun 2024
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models Yi Zhou Danushka Bollegala Jose Camacho-Collados 47 1 0 19 Jun 2024
Exploring Safety-Utility Trade-Offs in Personalized Language Models Anvesh Rao Vijjini Somnath Basu Roy Chowdhury Snigdha Chaturvedi 53 7 0 17 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 42 1 0 03 Jun 2024
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models Tianci Liu Haoyu Wang Shiyang Wang Yu Cheng Jing Gao ALM 35 0 0 01 Jun 2024
MBIAS: Mitigating Bias in Large Language Models While Retaining Context Shaina Raza Ananya Raval Veronica Chatrath 48 6 0 18 May 2024
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing Ruizhe Chen Yichen Li Zikai Xiao Zuo-Qiang Liu KELM 40 13 0 15 May 2024
Quite Good, but Not Enough: Nationality Bias in Large Language Models -- A Case Study of ChatGPT Shucheng Zhu Weikang Wang Ying Liu 37 5 0 11 May 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 53 2 0 06 May 2024
Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary Pronouns Goya van Boven Yupei Du Dong Nguyen 23 1 0 30 Apr 2024
Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs Ruoxi Cheng Haoxuan Ma Shuirong Cao Jiaqi Li Aihua Pei Zhiqiang Wang Pengliang Ji Haoyu Wang Jiaqi Huo AI4CE 29 6 0 15 Apr 2024
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? Vagrant Gautam Eileen Bingert D. Zhu Anne Lauscher Dietrich Klakow 45 8 0 04 Apr 2024
Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs Pengda Wang Zilin Xiao Hanjie Chen Frederick L. Oswald 31 6 0 01 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 27 37 0 01 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 43 33 0 31 Mar 2024
Debiasing Sentence Embedders through Contrastive Word Pairs Philip Kenneweg Sarah Schröder Alexander Schulz Barbara Hammer 46 0 0 27 Mar 2024
Protected group bias and stereotypes in Large Language Models Hadas Kotek David Q. Sun Zidi Xiu Margit Bowler Christopher Klein AILaw ALM 33 3 0 21 Mar 2024
How Gender Interacts with Political Values: A Case Study on Czech BERT Models Adnan Al Ali Jindvrich Libovický 27 0 0 20 Mar 2024
AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs Sana Ebrahimi Kaiwen Chen Abolfazl Asudeh Gautam Das Nick Koudas 27 4 0 01 Mar 2024
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark Seongbo Jang Seonghyeon Lee Hwanjo Yu ELM 29 0 0 27 Feb 2024
ID-XCB: Data-independent Debiasing for Fair and Accurate Transformer-based Cyberbullying Detection Peiling Yi A. Zubiaga 29 0 0 26 Feb 2024
Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality Rahul Zalkikar Kanchan Chandra 37 1 0 21 Feb 2024
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters Shahed Masoudian Cornelia Volaucnik Markus Schedl Navid Rekabsaz 16 5 0 29 Jan 2024
Parameter-Efficient Detoxification with Contrastive Decoding Tong Niu Caiming Xiong Semih Yavuz Yingbo Zhou 30 12 0 13 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 63 57 0 11 Jan 2024
Weakly Supervised Detection of Hallucinations in LLM Activations Miriam Rateike C. Cintas John Wamburu Tanya Akumu Skyler Speakman 28 11 0 05 Dec 2023
Women Are Beautiful, Men Are Leaders: Gender Stereotypes in Machine Translation and Language Modeling Matúš Pikuliak Andrea Hrckova Stefan Oresko Marian Simko 37 6 0 30 Nov 2023
Fair Text Classification with Wasserstein Independence Thibaud Leteno Antoine Gourru Charlotte Laclau Rémi Emonet Christophe Gravier FaML 32 2 0 21 Nov 2023