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Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language Models
16 references·1 citing·47 second hopsampled
Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language Models (2023)Multi-Modal Bias: Introducing a Framework…StereoSet: Measuring stereotypical bias in pretrained language models (2021)StereoSet: Measuring stereoty…Large language models associate Muslims with violence (2021)Large language models associa…Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases (2021)Image Representations Learned…Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases (2021)Detecting Emergent Intersecti…Social Biases in NLP Models as Barriers for Persons with Disabilities (2020)Social Biases in NLP Models a…Identifying and Reducing Gender Bias in Word-Level Language Models (2019)Identifying and Reducing Gend…Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings (2019)Black is to Criminal as Cauca…Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations (2019)Balanced Datasets Are Not Eno…Semantics derived automatically from language corpora contain human-like biases (2017)Semantics derived automatical…Implicit stereotypes and women’s math performance: How implicit gender-math stereotypes influence women’s susceptibility to stereotype threat (2006)Implicit stereotypes and wome…Patterns and Personality Correlates of Implicit and Explicit Attitudes Toward Christians and Muslims (2005)Patterns and Personality Corr…Core affect and the psychological construction of emotion. (2003)Core affect and the psycholog…Formal and Interpersonal Discrimination: A Field Study of Bias Toward Homosexual Applicants (2002)Formal and Interpersonal Disc…Measuring individual differences in implicit cognition: The implicit association test. (1998)Measuring individual differen…Implicit social cognition: Attitudes, self-esteem, and stereotypes. (1995)Implicit social cognition: At…Words high and low in pleasantness as rated by male and female college students (1986)Words high and low in pleasan…SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples (2024)SocialCounterfactuals: Probin…The Principles of Psychology (1891)A Theory of Social Comparison Processes (1954)Understanding Attitudes and Predicting Social Behavior (1980)Sensitive questions in surveys. (2007)Understanding and using the Implicit Association Test: III. Meta-analysis of predictive validity. (2009)Attachment and Loss (1969)Judgment under Uncertainty: Heuristics and Biases (1975)A circumplex model of affect. (1980)Developments in the Measurement of Subjective Well-Being (2006)Compassion: An evolutionary analysis and empirical review. (2010)Emotion Regulation: Current Status and Future Prospects (2015)Attitudinal effects of mere exposure. (1968)Self-schemata and processing information about the self. (1977)Role congruity theory of prejudice toward female leaders. (2002)Understanding and using the Implicit Association Test: I. An improved scoring algorithm. (2003)The Handbook of Social Psychology (1969)Human Inference: Strategies and Shortcomings of Social Judgment. (1983)Social stigma and self-esteem: The self-protective properties of stigma. (1989)Are Gay Men and Lesbians Discriminated against in the Hiring Process? (2012)Not So Subtle (2013)With malice toward none and charity for some: Ingroup favoritism enables discrimination. (2014)Measuring individual differences in implicit cognition: The implicit association test. (1998)Fairness through awareness (2012)Big Data's Disparate Impact (2014)Dissecting racial bias in an algorithm used to manage the health of populations (2019)A Survey on Bias and Fairness in Machine Learning (2021)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Word embeddings quantify 100 years of gender and ethnic stereotypes (2018)Towards Debiasing Sentence Representations (2020)Gender Bias in Machine Translation (2021)Re-imagining Algorithmic Fairness in India and Beyond (2021)Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints (2017)Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them (2019)BBQ: A hand-built bias benchmark for question answering (2022)Towards trustworthy LLMs: a review on debiasing and dehallucinating in large language models (2024)Equality of Opportunity in Supervised Learning (2016)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Demographic Bias in Biometrics: A Survey on an Emerging Challenge (2020)Fairness in Deep Learning: A Computational Perspective (2020)Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation (2020)Math = male, me = female, therefore math ≠ me. (2002)HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models (2020)Biases in Large Language Models: Origins, Inventory, and Discussion (2023)Gender bias and stereotypes in Large Language Models (2023)Algorithms of Oppression (2018)On the genealogy of machine learning datasets: A critical history of ImageNet (2021)
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References

  • 1998Measuring individual differences in implicit cognition: The implicit association test.8,274 cited
  • 1995Implicit social cognition: Attitudes, self-esteem, and stereotypes.6,677 cited
  • 2003Core affect and the psychological construction of emotion.6,111 cited
  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 2021StereoSet: Measuring stereotypical bias in pretrained language models643 cited
  • 2002Formal and Interpersonal Discrimination: A Field Study of Bias Toward Homosexual Applicants476 cited
  • 2019Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations355 cited
  • 2020Social Biases in NLP Models as Barriers for Persons with Disabilities274 cited
  • 2019Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings262 cited
  • 2019Identifying and Reducing Gender Bias in Word-Level Language Models219 cited
  • 2005Patterns and Personality Correlates of Implicit and Explicit Attitudes Toward Christians and Muslims194 cited
  • 2006Implicit stereotypes and women’s math performance: How implicit gender-math stereotypes influence women’s susceptibility to stereotype threat180 cited
  • 2021Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases179 cited

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1986
Words high and low in pleasantness as rated by male and female college students
172 cited
  • 2021Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases159 cited
  • 2021Large language models associate Muslims with violence153 cited
  • Cited by

    • 2024SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples15 cited