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The role of empathy for artificial intelligence accountability
16 references·7 citing·45 second hop
The role of empathy for artificial intelligence accountability (2021)The role of empathy for artificial intell…2022 ACM Conference on Fairness Accountability and Transparency (2022)2022 ACM Conference on Fairne…The Ethics of Emotion in Artificial Intelligence Systems (2021)The Ethics of Emotion in Arti…The Ethics of AI Ethics: An Evaluation of Guidelines (2020)The Ethics of AI Ethics: An E…Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (2020)Proceedings of the Twenty-Nin…Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency (2020)Proceedings of the 2020 Confe…Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI (2020)Principled Artificial Intelli…Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing (2020)Closing the AI Accountability…Model Cards for Model Reporting (2019)Model Cards for Model Reporti…Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices (2019)Mitigating Bias in Algorithmi…Delayed Impact of Fair Machine Learning (2019)Delayed Impact of Fair Machin…Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Gender Shades: Intersectional…Research in personnel and human resources management (2014)Research in personnel and hum…AGAINST EMPATHY (2011)AGAINST EMPATHYAnalysing and Assessing Accountability: A Conceptual Framework 1 (2007)Analysing and Assessing Accou…Information function of empathic emotion: Learning that we value the other's welfare. (1995)Information function of empat…The relation of empathy to prosocial and related behaviors. (1987)The relation of empathy to pr…Emotional AI and the rise of pseudo-intimacy: are we trading authenticity for algorithmic affection? (2025)Emotional AI and the rise of …Artificial Intelligence and Psychotherapy (2025)Artificial Intelligence and P…Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability (2024)Towards a Responsible AI Metr…Towards Risk‐Free Trustworthy Artificial Intelligence: Significance and Requirements (2023)Towards Risk‐Free Trustworthy…Governance of artificial intelligence applications in a business audit via a fusion fuzzy multiple rule-based decision-making model (2023)Governance of artificial inte…Responsible natural language processing: A principlist framework for social benefits (2022)Responsible natural language …A method for ethical AI in defence: A case study on developing trustworthy autonomous systems (2022)A method for ethical AI in de…The file drawer problem and tolerance for null results. (1979)Statistical Methods for Meta-Analysis (1988)Interpersonal forgiving in close relationships. (1997)Compassion: An evolutionary analysis and empirical review. (2010)Empathy: A Review of the Concept (2014)Mind, Self, and Society (2015)Field Theory in Social Science (1953)Feeling and thinking: Preferences need no inferences. (1980)Mood, misattribution, and judgments of well-being: Informative and directive functions of affective states. (1983)The Impact of Identity Orientation on Individual and Organizational Outcomes in Demographically Diverse Settings (2000)The Scale of Ethnocultural Empathy: Development, validation, and reliability. (2003)Using Empathy to Improve Intergroup Attitudes and Relations (2009)Moral Responsibility of Public Officials: The Problem of Many Hands (1980)Essentially Contested Concepts (1994)Two Concepts of Accountability: Accountability as a Virtue and as a Mechanism (2010)The Oxford Handbook of Public Accountability (2014)A systematic review of open government data initiatives (2015)Toward Fin de siecle Ethics: Some Trends (1992)Sentiment and Value (2000)EmpathyPhilosophical and Psychological Perspectives (2011)Empathy: A motivated account. (2014)A Blessing and a Curse: How CEOs’ Trait Empathy Affects Their Management of Organizational Crises (2018)Empathy is hard work: People choose to avoid empathy because of its cognitive costs. (2019)Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement (2015)Data Feminism (2020)On the Opportunities and Risks of Foundation Models (2021)Experimental evidence of massive-scale emotional contagion through social networks (2014)AI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations (2018)The global landscape of AI ethics guidelines (2019)Emerging challenges in AI and the need for AI ethics education (2020)Ethical principles for artificial intelligence in education (2022)Trustworthy Artificial Intelligence: A Review (2022)Does a different view create something new? The effect of employee diversity on innovation (2010)Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning (2018)Legal Information Retrieval systems: State-of-the-art and open issues (2021)Temporally evolving graph neural network for fake news detection (2021)Transformer-based attention network for stock movement prediction (2022)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)Bridging the Gap Between Ethics and Practice (2020)Artificial intelligence, systemic risks, and sustainability (2021)Responsible artificial intelligence governance: A review and research framework (2025)Algorithms at Work: The New Contested Terrain of Control (2019)Human-machine collaboration in managerial decision making (2021)The flaws of policies requiring human oversight of government algorithms (2022)
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References

  • 2018Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification3,509 cited
  • 1987The relation of empathy to prosocial and related behaviors.2,667 cited
  • 2007Analysing and Assessing Accountability: A Conceptual Framework 12,656 cited
  • 2019Model Cards for Model Reporting2,653 cited
  • 2020The Ethics of AI Ethics: An Evaluation of Guidelines1,900 cited
  • 2020Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI998 cited
  • 2020Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency475 cited
  • 2020Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence412 cited
  • 1995Information function of empathic emotion: Learning that we value the other's welfare.377 cited
  • 2011AGAINST EMPATHY314 cited
  • 2019Delayed Impact of Fair Machine Learning211 cited
  • 2021The Ethics of Emotion in Artificial Intelligence Systems186 cited
  • 2020Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing179 cited
  • 2014Research in personnel and human resources management155 cited
  • 2019Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices

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149 cited
  • 20222022 ACM Conference on Fairness Accountability and Transparency146 cited
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