Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems

11 May 2018

Papers citing "Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems"

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Title
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs Elisa Forcada Rodríguez Olatz Perez-de-Viñaspre Jon Ander Campos Dietrich Klakow Vagrant Gautam 27 0 0 05 May 2025
Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting Ej Zhou Weiming Lu 26 0 0 15 Apr 2025
The LLM Wears Prada: Analysing Gender Bias and Stereotypes through Online Shopping Data Massimiliano Luca Ciro Beneduce Bruno Lepri Jacopo Staiano 45 0 0 02 Apr 2025
No LLM is Free From Bias: A Comprehensive Study of Bias Evaluation in Large Language models Charaka Vinayak Kumar Ashok Urlana Gopichand Kanumolu B. Garlapati Pruthwik Mishra ELM 50 0 0 15 Mar 2025
Fair Text Classification via Transferable Representations Thibaud Leteno Michael Perrot Charlotte Laclau Antoine Gourru Christophe Gravier FaML 88 0 0 10 Mar 2025
Gender Encoding Patterns in Pretrained Language Model Representations Mahdi Zakizadeh Mohammad Taher Pilehvar 43 0 0 09 Mar 2025
Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs Angelina Wang Michelle Phan Daniel E. Ho Sanmi Koyejo 49 2 0 04 Feb 2025
LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use Cases Dylan Bouchard Mohit Singh Chauhan David Skarbrevik Viren Bajaj Zeya Ahmad 38 0 0 06 Jan 2025
Fearful Falcons and Angry Llamas: Emotion Category Annotations of Arguments by Humans and LLMs Lynn Greschner Roman Klinger 85 2 0 20 Dec 2024
Towards Resource Efficient and Interpretable Bias Mitigation in Large Language Models S. Tong Eliott Zemour Rawisara Lohanimit Lalana Kagal 60 0 0 02 Dec 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 30 9 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 26 0 0 24 Oct 2024
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers Jiaqi Xue Qian Lou Mengxin Zheng 31 1 0 23 Oct 2024
Natural Language Processing for Human Resources: A Survey Naoki Otani Nikita Bhutani Estevam R. Hruschka VLM 37 0 0 21 Oct 2024
Evaluating Gender Bias of LLMs in Making Morality Judgements Divij Bajaj Yuanyuan Lei Jonathan Tong Ruihong Huang 35 2 0 13 Oct 2024
Anti-stereotypical Predictive Text Suggestions Do Not Reliably Yield Anti-stereotypical Writing Connor Baumler Hal Daumé III 28 0 0 30 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 28 2 0 20 Sep 2024
GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models Kunsheng Tang Wenbo Zhou Jie Zhang Aishan Liu Gelei Deng Shuai Li Peigui Qi Weiming Zhang Tianwei Zhang Nenghai Yu 39 3 0 22 Aug 2024
A Study on Bias Detection and Classification in Natural Language Processing Ana Sofia Evans Helena Moniz Luísa Coheur 33 0 0 14 Aug 2024
Contexts Matter: An Empirical Study on Contextual Influence in Fairness Testing for Deep Learning Systems Chengwen Du Tao Chen 26 0 0 12 Aug 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 26 5 0 12 Aug 2024
MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge Maxwell J. Yin Boyu Wang Charles X. Ling 29 0 0 10 Aug 2024
Beyond Binary Gender: Evaluating Gender-Inclusive Machine Translation with Ambiguous Attitude Words Yijie Chen Yijin Liu Fandong Meng Jinan Xu Yufeng Chen Jie Zhou 34 1 0 23 Jul 2024
What an Elegant Bridge: Multilingual LLMs are Biased Similarly in Different Languages Viktor Mihaylov Aleksandar Shtedritski 48 2 0 12 Jul 2024
Towards Region-aware Bias Evaluation Metrics Angana Borah Aparna Garimella Rada Mihalcea 26 0 0 23 Jun 2024
Leveraging Large Language Models to Measure Gender Bias in Gendered Languages Erik Derner Sara Sansalvador de la Fuente Yoan Gutiérrez Paloma Moreda Nuria Oliver 27 1 0 19 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 37 1 0 19 Jun 2024
DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation Yinjun Wu Mayank Keoliya Kan Chen Neelay Velingker Ziyang Li E. Getzen Qi Long Mayur Naik Ravi B. Parikh Eric Wong 32 1 0 02 Jun 2024
Understanding Intrinsic Socioeconomic Biases in Large Language Models Mina Arzaghi Florian Carichon G. Farnadi 27 0 0 28 May 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 29 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 50 2 0 06 May 2024
Are Models Biased on Text without Gender-related Language? Catarina G Belém P. Seshadri Yasaman Razeghi Sameer Singh 36 8 0 01 May 2024
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication Eric Slyman Stefan Lee Scott D. Cohen Kushal Kafle VLM 36 5 0 24 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 36 0 01 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 43 32 0 31 Mar 2024
"You are an expert annotator": Automatic Best-Worst-Scaling Annotations for Emotion Intensity Modeling Christopher Bagdon P. Karmalkar Harsha Gurulingappa Roman Klinger 21 1 0 26 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
ARTiST: Automated Text Simplification for Task Guidance in Augmented Reality Guande Wu Jing Qian Sonia Castelo Quispe Shaoyu Chen Joao Rulff Claudio Silva 53 12 0 29 Feb 2024
Discipline and Label: A WEIRD Genealogy and Social Theory of Data Annotation Andrew Smart Ding Wang Ellis Monk Mark Díaz Atoosa Kasirzadeh Erin van Liemt Sonja Schmer-Galunder 31 8 0 09 Feb 2024
Trust and ethical considerations in a multi-modal, explainable AI-driven chatbot tutoring system: The case of collaboratively solving Rubik's Cube Kausik Lakkaraju Vedant Khandelwal Biplav Srivastava Forest Agostinelli Hengtao Tang Prathamjeet Singh Dezhi Wu Matthew Irvin Ashish Kundu 22 0 0 30 Jan 2024
A Comprehensive View of the Biases of Toxicity and Sentiment Analysis Methods Towards Utterances with African American English Expressions Guilherme H. Resende L. F. Nery Fabrício Benevenuto Savvas Zannettou Flavio Figueiredo 17 5 0 23 Jan 2024
The Effect of Human v/s Synthetic Test Data and Round-tripping on Assessment of Sentiment Analysis Systems for Bias Kausik Lakkaraju Aniket Gupta Biplav Srivastava Marco Valtorta Dezhi Wu 29 2 0 15 Jan 2024
A Group Fairness Lens for Large Language Models Guanqun Bi Lei Shen Yuqiang Xie Yanan Cao Tiangang Zhu Xiao-feng He ALM 26 4 0 24 Dec 2023
TrojFair: Trojan Fairness Attacks Meng Zheng Jiaqi Xue Yi Sheng Lei Yang Qian Lou Lei Jiang 8 3 0 16 Dec 2023
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies Vithya Yogarajan Gillian Dobbie Te Taka Keegan R. Neuwirth ALM 43 11 0 03 Dec 2023
Fair Text Classification with Wasserstein Independence Thibaud Leteno Antoine Gourru Charlotte Laclau Rémi Emonet Christophe Gravier FaML 26 2 0 21 Nov 2023
Social Bias Probing: Fairness Benchmarking for Language Models Marta Marchiori Manerba Karolina Stañczak Riccardo Guidotti Isabelle Augenstein 25 16 0 15 Nov 2023
Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions Sachin Kumar Chan Young Park Yulia Tsvetkov VLM 22 2 0 13 Nov 2023
Twitter Sentiment Analysis of Covid Vacciness Wenbo Zhu Tiechuan Hu 11 33 0 08 Nov 2023