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"

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Title
A Comprehensive Analysis of Large Language Model Outputs: Similarity, Diversity, and Bias Brandon Smith Mohamed Reda Bouadjenek Tahsin Alamgir Kheya Phillip Dawson S. Aryal ALM ELM 26 0 0 14 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 31 0 0 05 May 2025
Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Kewen Peng Yicheng Yang Hao Zhuo 32 0 0 23 Apr 2025
Generalization Bias in Large Language Model Summarization of Scientific Research Uwe Peters Benjamin Chin-Yee ELM 41 0 0 28 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 44 0 0 27 Mar 2025
Attention IoU: Examining Biases in CelebA using Attention Maps Aaron Serianni Tyler Zhu Olga Russakovsky V. V. Ramaswamy 45 0 0 25 Mar 2025
Gender and content bias in Large Language Models: a case study on Google Gemini 2.0 Flash Experimental Roberto Balestri 46 0 0 18 Mar 2025
Implicit Bias-Like Patterns in Reasoning Models Messi H.J. Lee Calvin K. Lai LRM 58 0 0 14 Mar 2025
Benchmarking the rationality of AI decision making using the transitivity axiom Kiwon Song James M. Jennings III Clintin P. Davis-Stober 41 0 0 14 Feb 2025
Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management Xiahua Wei Naveen Kumar Han Zhang 68 5 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 46 0 0 12 Jan 2025
Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences Liu Yu Ludie Guo Ping Kuang Fan Zhou 44 0 0 12 Jan 2025
Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection Yachao Zhao Bo Wang Yan Wang 50 2 0 04 Jan 2025
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning Wonduk Seo Zonghao Yuan Yi Bu VLM 50 1 0 02 Jan 2025
Perception of Visual Content: Differences Between Humans and Foundation Models Nardiena A. Pratama Shaoyang Fan Gianluca Demartini VLM 97 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 79 1 0 25 Nov 2024
Enabling Scalable Evaluation of Bias Patterns in Medical LLMs Hamed Fayyaz Raphael Poulain Rahmatollah Beheshti 40 1 0 18 Oct 2024
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors Georgios Chochlakis Alexandros Potamianos Kristina Lerman Shrikanth Narayanan 32 0 0 17 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users Mengxuan Hu Hongyi Wu Zihan Guan Ronghang Zhu Dongliang Guo Daiqing Qi Sheng Li SILM 38 3 0 10 Oct 2024
Collapsed Language Models Promote Fairness Jingxuan Xu Wuyang Chen Linyi Li Yao Zhao Yunchao Wei 44 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 44 2 0 30 Sep 2024
Analyzing Correlations Between Intrinsic and Extrinsic Bias Metrics of Static Word Embeddings With Their Measuring Biases Aligned Taisei Katô Yusuke Miyao 19 0 0 14 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 26 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 31 5 0 12 Aug 2024
Vectoring Languages Joseph Chen 33 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 40 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 56 7 0 02 Jul 2024
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers Valentin Barriere Sebastian Cifuentes 28 0 0 01 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 48 4 0 30 Jun 2024
Large Language Models are Biased Because They Are Large Language Models Philip Resnik 24 8 0 19 Jun 2024
Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender? Haozhe An Christabel Acquaye Colin Wang Zongxia Li Rachel Rudinger 36 12 0 15 Jun 2024
Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models Jisu Shin Hoyun Song Huije Lee Soyeong Jeong Jong C. Park 38 6 0 06 Jun 2024
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach Dyah Adila Shuai Zhang Boran Han Yuyang Wang AAML LLMSV 34 6 0 05 Jun 2024
Exploring Subjectivity for more Human-Centric Assessment of Social Biases in Large Language Models Paula Akemi Aoyagui Sharon Ferguson Anastasia Kuzminykh 50 0 0 17 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
Influence of Solution Efficiency and Valence of Instruction on Additive and Subtractive Solution Strategies in Humans and GPT-4 Lydia Uhler Verena Jordan Jürgen Buder Markus Huff F. Papenmeier 46 0 0 25 Apr 2024
REQUAL-LM: Reliability and Equity through Aggregation in Large Language Models Sana Ebrahimi N. Shahbazi Abolfazl Asudeh 37 1 0 17 Apr 2024
Closing the Gap in the Trade-off between Fair Representations and Accuracy Biswajit Rout Ananya B. Sai Arun Rajkumar FaML 16 0 0 15 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 58 31 0 08 Apr 2024
Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness Luca Deck Jan-Laurin Müller Conradin Braun Domenique Zipperling Niklas Kühl FaML 41 5 0 29 Mar 2024
Evaluating LLMs for Gender Disparities in Notable Persons L. Rhue Sofie Goethals Arun Sundararajan 52 4 0 14 Mar 2024
Legally Binding but Unfair? Towards Assessing Fairness of Privacy Policies Vincent Freiberger Erik Buchmann AILaw 38 5 0 12 Mar 2024
Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution Flor Miriam Plaza del Arco Amanda Cercas Curry Alba Curry Gavin Abercrombie Dirk Hovy 34 24 0 05 Mar 2024
What's in a Name? Auditing Large Language Models for Race and Gender Bias Amit Haim Alejandro Salinas Julian Nyarko 53 32 0 21 Feb 2024
Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality Rahul Zalkikar Kanchan Chandra 31 1 0 21 Feb 2024
Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation Kristian Lum Jacy Reese Anthis Chirag Nagpal Alex DÁmour Alexander D’Amour 31 14 0 20 Feb 2024
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You Felix Friedrich Katharina Hämmerl P. Schramowski Manuel Brack Jindrich Libovický Kristian Kersting Alexander Fraser EGVM 24 10 0 29 Jan 2024
Quantifying Stereotypes in Language Yang Liu 38 1 0 28 Jan 2024
Legal and ethical implications of applications based on agreement technologies: the case of auction-based road intersections José-Antonio Santos Alberto Fernández Mar Moreno-Rebato Holger Billhardt José-A. Rodríguez-García Sascha Ossowski 14 3 0 18 Jan 2024