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WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings
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WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings (2021)WordBias: An Interactive Visual Tool for …On Intersectionality: Essential Writings (2022)On Intersectionality: Essenti…Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases (2021)Detecting Emergent Intersecti…A Survey on Bias and Fairness in Machine Learning (2021)A Survey on Bias and Fairness…The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings (2019)The Geometry of Culture: Anal…FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning (2019)FairVis: Visual Analytics for…Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings (2019)Black is to Criminal as Cauca…Bias in Bios (2019)Bias in BiosAssessing Social and Intersectional Biases in Contextualized Word Representations (2019)Assessing Social and Intersec…Assessing gender bias in machine translation: a case study with Google Translate (2019)Assessing gender bias in mach…Word embeddings quantify 100 years of gender and ethnic stereotypes (2018)Word embeddings quantify 100 …Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Gender Shades: Intersectional…Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics [1989] (2018)Demarginalizing the Intersect…Semantics derived automatically from language corpora contain human-like biases (2017)Semantics derived automatical…Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Man is to Computer Programmer…An Intersectional Analysis of Gender and Ethnic Stereotypes (2012)An Intersectional Analysis of…Mapping the Margins: Intersectionality, Identity Politics, and Violence against Women of Color (1991)Mapping the Margins: Intersec…Transcending the “Male Code”: Implicit Masculine Biases in NLP Contexts (2023)Transcending the “Male Code”:…The Handbook of Social Psychology (1969)Black Feminist Thought: Knowledge, Consciousness, and the Politics of Empowerment. (1992)Multiple Identities in Social Perception and Interaction: Challenges and Opportunities (2014)Intersectionality of Race, Ethnicity, Gender, and Age on Criminal Punishment (2016)The ABC of stereotypes about groups: Agency/socioeconomic success, conservative–progressive beliefs, and communion. (2016)Fairness through awareness (2012)Big Data's Disparate Impact (2014)Certifying and Removing Disparate Impact (2015)The role of artificial intelligence in achieving the Sustainable Development Goals (2020)Semantics. An Introduction to the Science of Meaning (1963)Mapping the Language of Racism: Discourse and the Legitimation of Exploitation (1993)AI can be sexist and racist — it’s time to make it fair (2018)Language (Technology) is Power: A Critical Survey of “Bias” in NLP (2020)Out of One, Many: Using Language Models to Simulate Human Samples (2023)Speech Acts (1969)Measuring individual differences in implicit cognition: The implicit association test. (1998)Quantifying social organization and political polarization in online platforms (2020)Cultural Schemas: What They Are, How to Find Them, and What to Do Once You’ve Caught One (2021)The Voice of Monetary Policy (2023)Critical Race Methodology: Counter-Storytelling as an Analytical Framework for Education Research (2002)The Complexity of Intersectionality (2005)Whose culture has capital? A critical race theory discussion of community cultural wealth (2005)The Ethics of AI Ethics: An Evaluation of Guidelines (2020)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Algorithmic Bias in Education (2021)Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation (2023)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Intersectional climate justice: A conceptual pathway for bridging adaptation planning, transformative action, and social equity (2021)Ethics and diversity in artificial intelligence policies, strategies and initiatives (2022)Intersectionality and research in psychology. (2009)Toward a Field of Intersectionality Studies: Theory, Applications, and Praxis (2013)
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References

  • 1991Mapping the Margins: Intersectionality, Identity Politics, and Violence against Women of Color29,736 cited
  • 2018Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics [1989]9,508 cited
  • 2021A Survey on Bias and Fairness in Machine Learning5,798 cited
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  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 2016Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings1,615 cited
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  • 2019FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning

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186 cited
  • 2021Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases179 cited
  • 2019Assessing Social and Intersectional Biases in Contextualized Word Representations133 cited
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    • 2023Transcending the “Male Code”: Implicit Masculine Biases in NLP Contexts16 cited