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Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model
16 references·1 citing·44 second hopsampled
Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model (2023)Social-Group-Agnostic Bias Mitigation via…Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts (2022)Auto-Debias: Debiasing Masked…StereoSet: Measuring stereotypical bias in pretrained language models (2021)StereoSet: Measuring stereoty…BOLD (2021)BOLDTowards Debiasing Sentence Representations (2020)Towards Debiasing Sentence Re…Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection (2020)Null It Out: Guarding Protect…Language (Technology) is Power: A Critical Survey of “Bias” in NLP (2020)Language (Technology) is Powe…CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models (2020)CrowS-Pairs: A Challenge Data…On Measuring Social Biases in Sentence Encoders (2019)On Measuring Social Biases in…Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them (2019)Lipstick on a Pig: Debiasing …Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings (2019)Black is to Criminal as Cauca…Semantics derived automatically from language corpora contain human-like biases (2017)Semantics derived automatical…The ABC of stereotypes about groups: Agency/socioeconomic success, conservative–progressive beliefs, and communion. (2016)The ABC of stereotypes about …Morality and behavioural regulation in groups: A social identity approach (2013)Morality and behavioural regu…Stereotype content model across cultures: Towards universal similarities and some differences (2009)Stereotype content model acro…Agency and communion from the perspective of self versus others. (2007)Agency and communion from the…A model of (often mixed) stereotype content: Competence and warmth respectively follow from perceived status and competition. (2002)A model of (often mixed) ster…Mitigating social biases of pre-trained language models via contrastive self-debiasing with double data augmentation (2024)Mitigating social biases of p…Nature of Prejudice (1954)Culture's Consequences: International Differences in Work-Related Values (1981)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)The dynamics of warmth and competence judgments, and their outcomes in organizations (2011)Communal and Agentic Content in Social Cognition (2014)Stereotype Content: Warmth and Competence Endure (2018)The Handbook of Social Psychology (1969)A power primer. (1992)Psychological Perspectives on Legitimacy and Legitimation (2005)The Sociology of Discrimination: Racial Discrimination in Employment, Housing, Credit, and Consumer Markets (2008)Warmth and Competence as Universal Dimensions of Social Perception: The Stereotype Content Model and the BIAS Map (2008)The development of markers for the Big-Five factor structure. (1992)Social class, solipsism, and contextualism: How the rich are different from the poor. (2012)Moral character predominates in person perception and evaluation. (2013)Intraclass correlations: Uses in assessing rater reliability. (1979)A circumplex model of affect. (1980)Bad is Stronger than Good (2001)To the fringe and back: Violent extremism and the psychology of deviance. (2017)Negativity bias, positivity bias, and valence asymmetries: Explaining the differential processing of positive and negative information (2020)The Social Neuroscience of Prejudice (2020)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)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Measuring Bias in Contextualized Word Representations (2019)Gender bias and stereotypes in Large Language Models (2023)Equality of Opportunity in Supervised Learning (2016)Mitigating Unwanted Biases with Adversarial Learning (2018)Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies (2021)Towards trustworthy LLMs: a review on debiasing and dehallucinating in large language models (2024)Math = male, me = female, therefore math ≠ me. (2002)HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)Biases in Large Language Models: Origins, Inventory, and Discussion (2023)Black Feminist Thought: Knowledge, Consciousness, and the Politics of Empowerment. (1992)Unsettling race and language: Toward a raciolinguistic perspective (2017)Algorithmic Bias in Education (2021)Towards a standard for identifying and managing bias in artificial intelligence (2022)Bias and Fairness in Large Language Models: A Survey (2024)Five sources of bias in natural language processing (2021)Auditing large language models: a three-layered approach (2023)
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References

  • 2002A model of (often mixed) stereotype content: Competence and warmth respectively follow from perceived status and competition.7,356 cited
  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 2007Agency and communion from the perspective of self versus others.1,298 cited
  • 2009Stereotype content model across cultures: Towards universal similarities and some differences1,076 cited
  • 2020Language (Technology) is Power: A Critical Survey of “Bias” in NLP1,044 cited
  • 2021StereoSet: Measuring stereotypical bias in pretrained language models643 cited
  • 2019On Measuring Social Biases in Sentence Encoders461 cited
  • 2020CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models438 cited
  • 2016The ABC of stereotypes about groups: Agency/socioeconomic success, conservative–progressive beliefs, and communion.309 cited
  • 2020Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection286 cited
  • 2019Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings262 cited
  • 2021BOLD242 cited
  • 2013Morality and behavioural regulation in groups: A social identity approach207 cited
  • 2019Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

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155 cited
  • 2020Towards Debiasing Sentence Representations154 cited
  • 2022Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts119 cited
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    • 2024Mitigating social biases of pre-trained language models via contrastive self-debiasing with double data augmentation15 cited