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Semantics derived automatically from language corpora contain human-like biases

25 August 2016

Papers citing "Semantics derived automatically from language corpora contain human-like biases"

50 / 512 papers shown

Title
How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions Manuel Brack Sudeep Katakol Felix Friedrich P. Schramowski Hareesh Ravi Kristian Kersting Ajinkya Kale 20 0 0 20 Jun 2025
Exploring Cultural Variations in Moral Judgments with Large Language Models Hadi Mohammadi Efthymia Papadopoulou Yasmeen F.S.S. Meijer Ayoub Bagheri 25 0 0 14 Jun 2025
Addressing Bias in LLMs: Strategies and Application to Fair AI-based Recruitment Alejandro Peña Julian Fierrez Aythami Morales Gonzalo Mancera Miguel Lopez Ruben Tolosana 22 0 0 13 Jun 2025
Robustly Improving LLM Fairness in Realistic Settings via Interpretability Adam Karvonen Samuel Marks 106 0 0 12 Jun 2025
Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models Aleksandra Sorokovikova Pavel Chizhov Iuliia Eremenko Ivan P. Yamshchikov 98 0 0 12 Jun 2025
Biases Propagate in Encoder-based Vision-Language Models: A Systematic Analysis From Intrinsic Measures to Zero-shot Retrieval Outcomes Kshitish Ghate Tessa E. S. Charlesworth Mona Diab Aylin Caliskan VLM 12 0 0 06 Jun 2025
Words of Warmth: Trust and Sociability Norms for over 26k English Words Saif M. Mohammad 52 0 0 04 Jun 2025
Understanding and Meeting Practitioner Needs When Measuring Representational Harms Caused by LLM-Based Systems Emma Harvey Emily Sheng Su Lin Blodgett Alexandra Chouldechova Jean Garcia-Gathright Alexandra Olteanu Hanna M. Wallach 32 1 0 04 Jun 2025
QA-HFL: Quality-Aware Hierarchical Federated Learning for Resource-Constrained Mobile Devices with Heterogeneous Image Quality Sajid Hussain Muhammad Sohail Nauman Ali Khan 19 0 0 04 Jun 2025
Translate With Care: Addressing Gender Bias, Neutrality, and Reasoning in Large Language Model Translations Pardis Sadat Zahraei Ali Emami 19 0 0 31 May 2025
Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models George Kour Itay Nakash Ateret Anaby-Tavor Michal Shmueli-Scheuer 166 0 0 26 May 2025
Surfacing Semantic Orthogonality Across Model Safety Benchmarks: A Multi-Dimensional Analysis Jonathan Bennion Shaona Ghosh Mantek Singh Nouha Dziri 172 0 0 23 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
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds Axel Abels Tom Lenaerts 56 0 0 18 May 2025
Decoding the Mind of Large Language Models: A Quantitative Evaluation of Ideology and Biases Manari Hirose Masato Uchida 32 0 0 18 May 2025
Gender and Positional Biases in LLM-Based Hiring Decisions: Evidence from Comparative CV/Résumé Evaluations David Rozado 25 1 0 16 May 2025
Developing A Framework to Support Human Evaluation of Bias in Generated Free Response Text Jennifer Healey Laurie Byrum Md Nadeem Akhtar Surabhi Bhargava Moumita Sinha 58 0 0 05 May 2025
Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Kewen Peng Yicheng Yang Hao Zhuo 111 0 0 23 Apr 2025
Evaluating how LLM annotations represent diverse views on contentious topics Megan A. Brown Shubham Atreja Libby Hemphill Patrick Y. Wu 427 0 0 29 Mar 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analyses Rohitash Chandra Aryan Chaudhary Yeshwanth Rayavarapu 126 0 0 27 Mar 2025
Attention IoU: Examining Biases in CelebA using Attention Maps Aaron Serianni Tyler Zhu Olga Russakovsky V. V. Ramaswamy 104 0 0 25 Mar 2025
Implicit Bias-Like Patterns in Reasoning Models Messi H.J. Lee Calvin K. Lai LRM 118 0 0 14 Mar 2025
Implicit Bias in LLMs: A Survey Xinru Lin Luyang Li 97 3 0 04 Mar 2025
Rethinking LLM Bias Probing Using Lessons from the Social Sciences Kirsten N. Morehouse S. Swaroop Weiwei Pan 116 2 0 28 Feb 2025
Encoding Inequity: Examining Demographic Bias in LLM-Driven Robot Caregiving Raj Korpan 73 0 0 24 Feb 2025
Benchmarking the rationality of AI decision making using the transitivity axiom Kiwon Song James M. Jennings III Clintin P. Davis-Stober 75 1 0 14 Feb 2025
Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language Encoders Kshitish Ghate Isaac Slaughter Kyra Wilson Mona Diab Aylin Caliskan 209 1 0 11 Feb 2025
Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management Xiahua Wei Naveen Kumar Han Zhang 133 8 0 22 Jan 2025
Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Xinyao Ma Rui Zhu Zihao Wang Jingwei Xiong Qingyu Chen Haixu Tang L. Jean Camp Lucila Ohno-Machado LM&MA 86 0 0 12 Jan 2025
Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection Yachao Zhao Bo Wang Yan Wang Dongming Zhao Ruifang He Yuexian Hou 144 4 0 04 Jan 2025
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning Wonduk Seo Hyunjin An Yi Bu VLM 176 3 0 02 Jan 2025
Towards Open-Vocabulary Remote Sensing Image Semantic Segmentation Chengyang Ye Yunzhi Zhuge Pingping Zhang VLM 75 0 0 27 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
Profiling Bias in LLMs: Stereotype Dimensions in Contextual Word Embeddings Carolin M. Schuster Maria-Alexandra Dinisor Shashwat Ghatiwala Georg Groh 162 2 0 25 Nov 2024
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs Zhiting Fan Ruizhe Chen Tianxiang Hu Zuozhu Liu 74 13 0 25 Oct 2024
Enabling Scalable Evaluation of Bias Patterns in Medical LLMs Hamed Fayyaz Raphael Poulain Rahmatollah Beheshti 104 2 0 18 Oct 2024
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education Iain Xie Weissburg Sathvika Anand Sharon Levy Haewon Jeong 212 8 0 17 Oct 2024
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors Georgios Chochlakis Alexandros Potamianos Kristina Lerman Shrikanth Narayanan 151 2 0 17 Oct 2024
Stereotype or Personalization? User Identity Biases Chatbot Recommendations Anjali Kantharuban Jeremiah Milbauer Emma Strubell Emma Strubell Graham Neubig 103 15 0 08 Oct 2024
Collapsed Language Models Promote Fairness Jingxuan Xu Wuyang Chen Linyi Li Yao Zhao Yunchao Wei 116 0 0 06 Oct 2024
Mitigating Propensity Bias of Large Language Models for Recommender Systems Guixian Zhang Guan Yuan Debo Cheng Lin Liu Jiuyong Li Shichao Zhang 109 5 0 30 Sep 2024
Identity-related Speech Suppression in Generative AI Content Moderation Oghenefejiro Isaacs Anigboro Charlie M. Crawford Danaë Metaxa Sorelle A. Friedler Sorelle A. Friedler 143 0 0 09 Sep 2024
Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models Hila Gonen Terra Blevins Alisa Liu Luke Zettlemoyer Noah A. Smith 142 5 0 12 Aug 2024
Vectoring Languages Joseph Chen 58 0 0 16 Jul 2024
Bringing AI Participation Down to Scale: A Comment on Open AIs Democratic Inputs to AI Project David Moats Chandrima Ganguly VLM 61 0 0 16 Jul 2024
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models Song Wang Peng Wang Tong Zhou Yushun Dong Zhen Tan Jundong Li CoGe 156 9 0 02 Jul 2024
$GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing$ GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing Yisong Xiao Aishan Liu QianJia Cheng Zhenfei Yin Siyuan Liang Jiapeng Li Jing Shao Xianglong Liu Dacheng Tao 124 8 0 30 Jun 2024
Large Language Models are Biased Because They Are Large Language Models Philip Resnik 50 10 0 19 Jun 2024
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu Iryna Gurevych Anna Korhonen 188 6 0 06 Jun 2024
Exploring Subjectivity for more Human-Centric Assessment of Social Biases in Large Language Models Paula Akemi Aoyagui Sharon Ferguson Anastasia Kuzminykh 81 0 0 17 May 2024