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Dbias: detecting biases and ensuring fairness in news articles
16 references·3 citing·33 second hop
Dbias: detecting biases and ensuring fairness in news articles (2022)Dbias: detecting biases and ensuring fair…Fake news detection based on news content and social contexts: a transformer-based approach (2022)Fake news detection based on …A Survey on Bias and Fairness in Machine Learning (2021)A Survey on Bias and Fairness…Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification (2019)Nuanced Metrics for Measuring…HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)HISTORIAE, History of Socio-C…Dissecting racial bias in an algorithm used to manage the health of populations (2019)Dissecting racial bias in an …Classification with Fairness Constraints (2019)Classification with Fairness …AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)AI Fairness 360: An extensibl…Mitigating Unwanted Biases with Adversarial Learning (2018)Mitigating Unwanted Biases wi…Optimized Pre-Processing for Discrimination Prevention (2017)Optimized Pre-Processing for …On Fairness and Calibration (2017)On Fairness and CalibrationCounterfactual Fairness (2017)Counterfactual FairnessCertifying and Removing Disparate Impact (2015)Certifying and Removing Dispa…Learning Fair Representations (2013)Learning Fair RepresentationsDecision Theory for Discrimination-Aware Classification (2012)Decision Theory for Discrimin…Evidence that gendered wording in job advertisements exists and sustains gender inequality. (2011)Evidence that gendered wordin…Data preprocessing techniques for classification without discrimination (2011)Data preprocessing techniques…Fairness-aware practices from developers’ perspective: A survey (2025)Fairness-aware practices from…Defining quality in peer review reports: a scoping review (2025)Defining quality in peer revi…FAIR Enough: Develop and Assess a FAIR-Compliant Dataset for Large Language Model Training? (2024)FAIR Enough: Develop and Asse…Uniform Guidelines on Employee Selection Procedures (2007)Fairness through awareness (2012)European Union Regulations on Algorithmic Decision Making and a “Right to Explanation” (2017)The measurement of psychological androgyny. (1974)The need to belong: Desire for interpersonal attachments as a fundamental human motivation. (1995)Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. (2000)Gender contributes to personal research funding success in The Netherlands (2015)Can Gender-Fair Language Reduce Gender Stereotyping and Discrimination? (2016)Corona Crisis and Inequality: Why Management Research Needs a Societal Turn (2020)Equality of Opportunity in Supervised Learning (2016)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Ensuring Fairness in Machine Learning to Advance Health Equity (2018)Language (Technology) is Power: A Critical Survey of “Bias” in NLP (2020)Addressing bias in big data and AI for health care: A call for open science (2021)Structural Equations with Latent Variables. (1991)Testing Structural Equation Models. (1995)Fairness definitions explained (2018)Bias in data‐driven artificial intelligence systems—An introductory survey (2020)Semantics derived automatically from language corpora contain human-like biases (2017)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)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)Big Data's Disparate Impact (2014)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (2020)Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Algorithmic Decision Making and the Cost of Fairness (2017)LEGAL-BERT: The Muppets straight out of Law School (2020)On the Opportunities and Risks of Foundation Models (2021)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Bridging the Gap Between Ethics and Practice (2020)Trustworthy Artificial Intelligence: A Review (2022)
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References

  • 2019HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case16,511 cited
  • 2019Dissecting racial bias in an algorithm used to manage the health of populations7,086 cited
  • 2021A Survey on Bias and Fairness in Machine Learning5,798 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 2018Mitigating Unwanted Biases with Adversarial Learning1,387 cited
  • 2011Data preprocessing techniques for classification without discrimination1,304 cited
  • 2013Learning Fair Representations1,126 cited
  • 2017Counterfactual Fairness995 cited
  • 2019AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias884 cited
  • 2011Evidence that gendered wording in job advertisements exists and sustains gender inequality.688 cited
  • 2017On Fairness and Calibration509 cited
  • 2017Optimized Pre-Processing for Discrimination Prevention459 cited
  • 2019Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification317 cited
  • 2012Decision Theory for Discrimination-Aware Classification300 cited
  • 2022Fake news detection based on news content and social contexts: a transformer-based approach

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287 cited
  • 2019Classification with Fairness Constraints232 cited
  • Cited by

    • 2025Defining quality in peer review reports: a scoping review24 cited
    • 2024FAIR Enough: Develop and Assess a FAIR-Compliant Dataset for Large Language Model Training?23 cited
    • 2025Fairness-aware practices from developers’ perspective: A survey18 cited