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A Robust Bias Mitigation Procedure Based on the Stereotype Content Model
16 references·1 citing·50 second hop
A Robust Bias Mitigation Procedure Based on the Stereotype Content Model (2022)A Robust Bias Mitigation Procedure Based …Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models (2022)Upstream Mitigation Is Not Al…Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models (2022)Theory-Grounded Measurement o…On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations (2022)On the Intrinsic and Extrinsi…An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models (2022)An Empirical Survey of the Ef…Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets (2021)Stereotyping Norwegian Salmon…StereoSet: Measuring stereotypical bias in pretrained language models (2021)StereoSet: Measuring stereoty…On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning (2021)On Transferability of Bias Mi…Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases (2021)Detecting Emergent Intersecti…Towards Debiasing NLU Models from Unknown Biases (2020)Towards Debiasing NLU Models …Measuring and Reducing Gendered Correlations in Pre-trained Models (2020)Measuring and Reducing Gender…The Woman Worked as a Babysitter: On Biases in Language Generation (2019)The Woman Worked as a Babysit…The Emotional Cost of Humanity (2015)The Emotional Cost of HumanityAn Intersectional Analysis of Gender and Ethnic Stereotypes (2012)An Intersectional Analysis of…Beastly: What Makes Animal Metaphors Offensive? (2011)Beastly: What Makes Animal Me…Stereotype content model across cultures: Towards universal similarities and some differences (2009)Stereotype content model acro…Warmth and Competence as Universal Dimensions of Social Perception: The Stereotype Content Model and the BIAS Map (2008)Warmth and Competence as Univ…From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models (2025)From Bytes to Biases: Investi…Culture's Consequences: International Differences in Work-Related Values (1981)Stress, appraisal, and coping (1985)Attitudes and Attitude Change (2010)Stress: Appraisal and Coping (2013)Gender stereotypes have changed: A cross-temporal meta-analysis of U.S. public opinion polls from 1946 to 2018. 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(2002)Semantics derived automatically from language corpora contain human-like biases (2017)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)Distributional Structure (1954)Measuring individual differences in implicit cognition: The implicit association test. (1998)Understanding and using the Implicit Association Test: I. An improved scoring algorithm. (2003)A Survey on Bias in Deep NLP (2021)Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases (2021)Towards trustworthy LLMs: a review on debiasing and dehallucinating in large language models (2024)An ambivalent alliance: Hostile and benevolent sexism as complementary justifications for gender inequality. (2001)A General Inductive Approach for Analyzing Qualitative Evaluation Data (2006)In Conversation with Artificial Intelligence: Aligning language Models with Human Values (2023)Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models (2023)Speciesist bias in AI: how AI applications perpetuate discrimination and unfair outcomes against animals (2022)Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics (2023)On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning (2023)A survey of recent methods for addressing AI fairness and bias in biomedicine (2024)
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References

  • 2008Warmth and Competence as Universal Dimensions of Social Perception: The Stereotype Content Model and the BIAS Map2,462 cited
  • 2009Stereotype content model across cultures: Towards universal similarities and some differences1,076 cited
  • 2021StereoSet: Measuring stereotypical bias in pretrained language models643 cited
  • 2012An Intersectional Analysis of Gender and Ethnic Stereotypes506 cited
  • 2019The Woman Worked as a Babysitter: On Biases in Language Generation430 cited
  • 2021Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases179 cited
  • 2021Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets143 cited
  • 2015The Emotional Cost of Humanity135 cited
  • 2011Beastly: What Makes Animal Metaphors Offensive?122 cited
  • 2022An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models116 cited
  • 2020Measuring and Reducing Gendered Correlations in Pre-trained Models109 cited
  • 2020Towards Debiasing NLU Models from Unknown Biases99 cited
  • 2022On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations44 cited
  • 2021On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning42 cited

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  • 2022Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models42 cited
  • 2022Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models24 cited
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    • 2025From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models13 cited