📰 Proceedings of the AAAI/ACM Conference on AI Ethics and Society 2021 — accepted papers

Proceedings of the AAAI/ACM Conference on AI Ethics and Society 2021 is the 2021 edition of the Proceedings of the AAAI/ACM Conference on AI Ethics and Society. OpenAlex lists 114 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Persistent Anti-Muslim Bias in Large Language ModelsAbubakar Abid, Maheen Farooqi, James Zou463 citations · our summary
2. Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty ↗Umang Bhatt, Javier Antorán, Yunfeng Zhang et al.234 citations
3. Exciting, Useful, Worrying, Futuristic: Public Perception of Artificial Intelligence in 8 Countries ↗Patrick Gage Kelley, Yongwei Yang, Courtney Heldreth et al.121 citations
4. Envisioning Communities: A Participatory Approach Towards AI for Social Good ↗Elizabeth Bondi, Lily Xu, Diana Acosta-Navas et al.113 citations
5. Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases ↗Wei Guo, Aylin Caliskan112 citations
6. On the Privacy Risks of Model Explanations ↗Reza Shokri, Martin Strobel, Yair Zick111 citations
7. Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities ↗Nenad Tomasev, Kevin R. McKee, Jackie Kay et al.110 citations
8. Algorithmic Hiring in Practice ↗Lan Li, Tina B. Lassiter, JooHee Oh et al.109 citations
9. The Grey Hoodie Project: Big Tobacco, Big Tech, and the Threat on Academic Integrity ↗Mohamed Abdalla, Moustafa Abdalla99 citations
10. RelEx: A Model-Agnostic Relational Model Explainer ↗Yue Zhang, David DeFazio, Arti Ramesh96 citations

All accepted papers (114)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. Persistent Anti-Muslim Bias in Large Language ModelsAbubakar Abid, Maheen Farooqi, James Zou463 citations · our summary
2. Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty ↗Umang Bhatt, Javier Antorán, Yunfeng Zhang et al.234 citations
3. Exciting, Useful, Worrying, Futuristic: Public Perception of Artificial Intelligence in 8 Countries ↗Patrick Gage Kelley, Yongwei Yang, Courtney Heldreth et al.121 citations
4. Envisioning Communities: A Participatory Approach Towards AI for Social Good ↗Elizabeth Bondi, Lily Xu, Diana Acosta-Navas et al.113 citations
5. Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases ↗Wei Guo, Aylin Caliskan112 citations
6. On the Privacy Risks of Model Explanations ↗Reza Shokri, Martin Strobel, Yair Zick111 citations
7. Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities ↗Nenad Tomasev, Kevin R. McKee, Jackie Kay et al.110 citations
8. Algorithmic Hiring in Practice ↗Lan Li, Tina B. Lassiter, JooHee Oh et al.109 citations
9. The Grey Hoodie Project: Big Tobacco, Big Tech, and the Threat on Academic Integrity ↗Mohamed Abdalla, Moustafa Abdalla99 citations
10. RelEx: A Model-Agnostic Relational Model Explainer ↗Yue Zhang, David DeFazio, Arti Ramesh96 citations
11. Towards Accountability in the Use of Artificial Intelligence for Public Administrations ↗Michele Loi, Matthias Spielkamp81 citations
12. Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End ↗Ramaravind Kommiya Mothilal, Divyat Mahajan, Chenhao Tan et al.76 citations
13. Age Bias in Emotion Detection: An Analysis of Facial Emotion Recognition Performance on Young, Middle-Aged, and Older Adults ↗Eugenia Kim, De'Aira G. Bryant, Deepak Srikanth et al.75 citations
14. What's Fair About Individual Fairness? ↗Will Fleisher73 citations
15. Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs ↗Solon Barocas, Anhong Guo, Ece Semiha Kamar et al.70 citations
16. Minimax Group Fairness: Algorithms and Experiments ↗Emily Diana, Wesley Gill, Michael J. Kearns et al.70 citations
17. Disparate Impact of Artificial Intelligence Bias in Ridehailing Economy's Price Discrimination Algorithms ↗Akshat Pandey, Aylin Caliskan65 citations
18. Fair Bayesian Optimization ↗Valerio Perrone, Michele Donini, Muhammad Bilal Zafar et al.61 citations
19. Towards Equity and Algorithmic Fairness in Student Grade Prediction ↗Weijie Jiang, Zachary A. Pardos56 citations
20. Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring ↗Tom Sühr, Sophie Hilgard, Himabindu Lakkaraju54 citations
21. Ethical Data Curation for AI: An Approach based on Feminist Epistemology and Critical Theories of Race ↗Susan Leavy, Ευγενία Σιαπέρα, Barry O’Sullivan50 citations
22. Towards Unbiased and Accurate Deferral to Multiple Experts ↗Vijay Keswani, Matthew Lease, Krishnaram Kenthapadi45 citations
23. Reconfiguring Diversity and Inclusion for AI Ethics ↗Nicole Chi, Emma Lurie, Deirdre K. Mulligan44 citations
24. Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research ↗A. Feder Cooper, Ellen Abrams, NA NA43 citations
25. Modeling and Guiding the Creation of Ethical Human-AI Teams ↗Christopher Flathmann, Beau G. Schelble, Rui Zhang et al.40 citations

See all 114 papers in Proceedings of the AAAI/ACM Conference on AI Ethics and Society 2021 — accepted papers →

📄 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. Persistent Anti-Muslim Bias in Large Language ModelsProceedings of the AAAI/ACM Conference on AI Ethics and SocietyAbubakar Abid, Maheen Farooqi, James Zou2021 · 653 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)🤝Social Sciences (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Stanford UniversityStanford · United States1 work here🎓McMaster UniversityHamilton · Canada1 work here

works and citations from OpenAlex and our library.

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