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
Addressing Bias in LLMs: Strategies and Application to Fair AI-based Recruitment Alejandro Peña Julian Fierrez Aythami Morales Gonzalo Mancera Miguel Lopez Ruben Tolosana 13 0 0 13 Jun 2025
BiMa: Towards Biases Mitigation for Text-Video Retrieval via Scene Element Guidance Huy Le Nhat Chung Tung Kieu A. Nguyen Ngan Le 56 0 0 04 Jun 2025
Mitigating Gender Bias via Fostering Exploratory Thinking in LLMs Kangda Wei Hasnat Md Abdullah Ruihong Huang 62 0 0 22 May 2025
Word Embeddings Track Social Group Changes Across 70 Years in China Yuxi Ma Yongqian Peng Yixin Zhu 58 0 0 12 Apr 2025
The LLM Wears Prada: Analysing Gender Bias and Stereotypes through Online Shopping Data Massimiliano Luca Ciro Beneduce Bruno Lepri Jacopo Staiano 98 0 0 02 Apr 2025
Using complex prompts to identify fine-grained biases in image generation through ChatGPT-4o Marinus Ferreira 81 0 0 01 Apr 2025
Role and Use of Race in AI/ML Models Related to Health Martin C. Were Ang Li Bradley Malin Zhijun Yin Joseph R. Coco ... Laurie L. Novak Rachele Hendricks-Sturrup Abiodun Oluyomi Shilo Anders Chao Yan 73 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 425 0 0 29 Mar 2025
Visual Cues of Gender and Race are Associated with Stereotyping in Vision-Language Models Messi H.J. Lee Soyeon Jeon Jacob M. Montgomery Calvin K. Lai VLM CoGe 84 0 0 07 Mar 2025
Analyzing the Safety of Japanese Large Language Models in Stereotype-Triggering Prompts Akito Nakanishi Yukie Sano Geng Liu Francesco Pierri 95 0 0 03 Mar 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 146 1 0 07 Feb 2025
From communities to interpretable network and word embedding: an unified approach Thibault Prouteau Nicolas Dugué Simon Guillot GNN 90 1 0 11 Dec 2024
Words and Action: Modeling Linguistic Leadership in #BlackLivesMatter Communities Dani Roytburg Deborah Olorunisola Sandeep Soni Lauren F. Klein 147 0 0 03 Dec 2024
Towards Resource Efficient and Interpretable Bias Mitigation in Large Language Models S. Tong Eliott Zemour Rawisara Lohanimit Lalana Kagal 94 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 153 1 0 28 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 101 22 0 16 Nov 2024
Generic Embedding-Based Lexicons for Transparent and Reproducible Text Scoring Catherine Moez 21 0 0 01 Nov 2024
How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? Kenza Benkirane Jackie Kay Maria Perez-Ortiz 71 2 0 21 Oct 2024
Speciesism in Natural Language Processing Research Masashi Takeshita Rafal Rzepka 53 1 0 18 Oct 2024
Evaluating Gender Bias of LLMs in Making Morality Judgements Divij Bajaj Yuanyuan Lei Jonathan Tong Ruihong Huang 64 5 0 13 Oct 2024
Stereotype or Personalization? User Identity Biases Chatbot Recommendations Anjali Kantharuban Jeremiah Milbauer Emma Strubell Emma Strubell Graham Neubig 100 15 0 08 Oct 2024
Investigating Layer Importance in Large Language Models Yang Zhang Yanfei Dong Kenji Kawaguchi FAtt 95 10 0 22 Sep 2024
'Since Lawyers are Males..': Examining Implicit Gender Bias in Hindi Language Generation by LLMs Ishika Joshi Ishita Gupta Adrita Dey Tapan Parikh AI4CE 58 2 0 20 Sep 2024
Capturing Differences in Character Representations Between Communities: An Initial Study with Fandom Bianca N. Y. Kang 19 0 0 17 Sep 2024
Unveiling Gender Bias in Large Language Models: Using Teacher's Evaluation in Higher Education As an Example Yuanning Huang 54 1 0 15 Sep 2024
A Fused Large Language Model for Predicting Startup Success Abdurahman Maarouf Stefan Feuerriegel Nicolas Pröllochs 90 9 0 05 Sep 2024
Empirical evidence of Large Language Model's influence on human spoken communication Hiromu Yakura Ezequiel Lopez-Lopez Levin Brinkmann Ignacio Serna Prateek Gupta Ivan Soraperra Iyad Rahwan 71 11 0 03 Sep 2024
Social perception of faces in a vision-language model C. I. Hausladen Manuel Knott Colin F. Camerer Pietro Perona CVBM VLM 130 2 0 26 Aug 2024
Promoting Equality in Large Language Models: Identifying and Mitigating the Implicit Bias based on Bayesian Theory Yongxin Deng Xihe Qiu Jue Chen Jing Pan Chen Jue Zhijun Fang Yinghui Xu Wei Chu Yuan Qi 58 3 0 20 Aug 2024
ML-EAT: A Multilevel Embedding Association Test for Interpretable and Transparent Social Science Robert Wolfe Alexis Hiniker Bill Howe 65 0 0 04 Aug 2024
Representation Bias of Adolescents in AI: A Bilingual, Bicultural Study Robert Wolfe Aayushi Dangol Bill Howe Alexis Hiniker 95 6 0 04 Aug 2024
Dataset Scale and Societal Consistency Mediate Facial Impression Bias in Vision-Language AI Robert Wolfe Aayushi Dangol Alexis Hiniker Bill Howe 70 6 0 04 Aug 2024
A Taxonomy of Stereotype Content in Large Language Models Gandalf Nicolas Aylin Caliskan 71 2 0 31 Jul 2024
Grounding and Evaluation for Large Language Models: Practical Challenges and Lessons Learned (Survey) K. Kenthapadi M. Sameki Ankur Taly HILM ELM AILaw 83 15 0 10 Jul 2024
Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models Zara Siddique Liam D. Turner Luis Espinosa-Anke 69 2 0 09 Jul 2024
Characterizing Stereotypical Bias from Privacy-preserving Pre-Training Stefan Arnold Rene Gröbner Annika Schreiner 76 0 0 30 Jun 2024
Statistical Uncertainty in Word Embeddings: GloVe-V Andrea Vallebueno Cassandra Handan-Nader Christopher D. Manning Daniel E. Ho 35 0 0 18 Jun 2024
Optimal synthesis embeddings Roberto Santana M. R. Sicre 37 0 0 10 Jun 2024
A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications Naomi Baes Nick Haslam Ekaterina Vylomova 72 2 0 10 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 94 2 0 03 Jun 2024
Addressing Discretization-Induced Bias in Demographic Prediction Evan Dong Aaron Schein Yixin Wang Nikhil Garg 66 3 0 27 May 2024
Implicit Personalization in Language Models: A Systematic Study Zhijing Jin Nils Heil Jiarui Liu Shehzaad Dhuliawala Yahang Qi Bernhard Schölkopf Rada Mihalcea Mrinmaya Sachan 89 10 0 23 May 2024
More Distinctively Black and Feminine Faces Lead to Increased Stereotyping in Vision-Language Models Messi H.J. Lee Jacob M. Montgomery Calvin K. Lai VLM 71 0 0 22 May 2024
A Comprehensive Analysis of Static Word Embeddings for Turkish Karahan Sarıtaş Cahid Arda Öz Tunga Güngör 48 4 0 13 May 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 152 3 0 06 May 2024
GeniL: A Multilingual Dataset on Generalizing Language Aida Mostafazadeh Davani S. Gubbi Sunipa Dev Shachi Dave Vinodkumar Prabhakaran 82 1 0 08 Apr 2024
SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety Paul Röttger Fabio Pernisi Bertie Vidgen Dirk Hovy ELM KELM 165 39 0 08 Apr 2024
Adjusting Interpretable Dimensions in Embedding Space with Human Judgments Katrin Erk Marianna Apidianaki 78 3 0 03 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 80 8 0 01 Apr 2024
Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Like Daniel Vallstrom 126 0 0 01 Apr 2024