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title: "Proceedings of the AAAI/ACM Conference on AI Ethics and"
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# 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.

[**114** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-acm-conference-on-ai-ethics-and-society/2021/#works) · [**653** citations of these works](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-acm-conference-on-ai-ethics-and-society/2021/#works)

## 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 Models](https://md.research.elamur.ai/free/en/papers/abid-2021-persistent-anti-muslim-bias-large/)**Abubakar Abid, Maheen Farooqi, James Zou*463 citations · our summary*
2. **[Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty ↗](https://doi.org/10.1145/3461702.3462571)**Umang Bhatt, Javier Antorán, Yunfeng Zhang et al.*234 citations*
3. **[Exciting, Useful, Worrying, Futuristic: Public Perception of Artificial Intelligence in 8 Countries ↗](https://doi.org/10.1145/3461702.3462605)**Patrick Gage Kelley, Yongwei Yang, Courtney Heldreth et al.*121 citations*
4. **[Envisioning Communities: A Participatory Approach Towards AI for Social Good ↗](https://doi.org/10.1145/3461702.3462612)**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 ↗](https://doi.org/10.1145/3461702.3462536)**Wei Guo, Aylin Caliskan*112 citations*
6. **[On the Privacy Risks of Model Explanations ↗](https://doi.org/10.1145/3461702.3462533)**Reza Shokri, Martin Strobel, Yair Zick*111 citations*
7. **[Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities ↗](https://doi.org/10.1145/3461702.3462540)**Nenad Tomasev, Kevin R. McKee, Jackie Kay et al.*110 citations*
8. **[Algorithmic Hiring in Practice ↗](https://doi.org/10.1145/3461702.3462531)**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 ↗](https://doi.org/10.1145/3461702.3462563)**Mohamed Abdalla, Moustafa Abdalla*99 citations*
10. **[RelEx: A Model-Agnostic Relational Model Explainer ↗](https://doi.org/10.1145/3461702.3462562)**Yue Zhang, David DeFazio, Arti Ramesh*96 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 Models](https://md.research.elamur.ai/free/en/papers/abid-2021-persistent-anti-muslim-bias-large/)**Abubakar Abid, Maheen Farooqi, James Zou*463 citations · our summary*
2. **[Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty ↗](https://doi.org/10.1145/3461702.3462571)**Umang Bhatt, Javier Antorán, Yunfeng Zhang et al.*234 citations*
3. **[Exciting, Useful, Worrying, Futuristic: Public Perception of Artificial Intelligence in 8 Countries ↗](https://doi.org/10.1145/3461702.3462605)**Patrick Gage Kelley, Yongwei Yang, Courtney Heldreth et al.*121 citations*
4. **[Envisioning Communities: A Participatory Approach Towards AI for Social Good ↗](https://doi.org/10.1145/3461702.3462612)**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 ↗](https://doi.org/10.1145/3461702.3462536)**Wei Guo, Aylin Caliskan*112 citations*
6. **[On the Privacy Risks of Model Explanations ↗](https://doi.org/10.1145/3461702.3462533)**Reza Shokri, Martin Strobel, Yair Zick*111 citations*
7. **[Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities ↗](https://doi.org/10.1145/3461702.3462540)**Nenad Tomasev, Kevin R. McKee, Jackie Kay et al.*110 citations*
8. **[Algorithmic Hiring in Practice ↗](https://doi.org/10.1145/3461702.3462531)**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 ↗](https://doi.org/10.1145/3461702.3462563)**Mohamed Abdalla, Moustafa Abdalla*99 citations*
10. **[RelEx: A Model-Agnostic Relational Model Explainer ↗](https://doi.org/10.1145/3461702.3462562)**Yue Zhang, David DeFazio, Arti Ramesh*96 citations*
11. **[Towards Accountability in the Use of Artificial Intelligence for Public Administrations ↗](https://doi.org/10.1145/3461702.3462631)**Michele Loi, Matthias Spielkamp*81 citations*
12. **[Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End ↗](https://doi.org/10.1145/3461702.3462597)**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 ↗](https://doi.org/10.1145/3461702.3462609)**Eugenia Kim, De'Aira G. Bryant, Deepak Srikanth et al.*75 citations*
14. **[What's Fair About Individual Fairness? ↗](https://doi.org/10.1145/3461702.3462621)**Will Fleisher*73 citations*
15. **[Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs ↗](https://doi.org/10.1145/3461702.3462610)**Solon Barocas, Anhong Guo, Ece Semiha Kamar et al.*70 citations*
16. **[Minimax Group Fairness: Algorithms and Experiments ↗](https://doi.org/10.1145/3461702.3462523)**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 ↗](https://doi.org/10.1145/3461702.3462561)**Akshat Pandey, Aylin Caliskan*65 citations*
18. **[Fair Bayesian Optimization ↗](https://doi.org/10.1145/3461702.3462629)**Valerio Perrone, Michele Donini, Muhammad Bilal Zafar et al.*61 citations*
19. **[Towards Equity and Algorithmic Fairness in Student Grade Prediction ↗](https://doi.org/10.1145/3461702.3462623)**Weijie Jiang, Zachary A. Pardos*56 citations*
20. **[Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring ↗](https://doi.org/10.1145/3461702.3462602)**Tom Sühr, Sophie Hilgard, Himabindu Lakkaraju*54 citations*
21. **[Ethical Data Curation for AI: An Approach based on Feminist Epistemology and Critical Theories of Race ↗](https://doi.org/10.1145/3461702.3462598)**Susan Leavy, Ευγενία Σιαπέρα, Barry O’Sullivan*50 citations*
22. **[Towards Unbiased and Accurate Deferral to Multiple Experts ↗](https://doi.org/10.1145/3461702.3462516)**Vijay Keswani, Matthew Lease, Krishnaram Kenthapadi*45 citations*
23. **[Reconfiguring Diversity and Inclusion for AI Ethics ↗](https://doi.org/10.1145/3461702.3462622)**Nicole Chi, Emma Lurie, Deirdre K. Mulligan*44 citations*
24. **[Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research ↗](https://doi.org/10.1145/3461702.3462519)**A. Feder Cooper, Ellen Abrams, NA NA*43 citations*
25. **[Modeling and Guiding the Creation of Ethical Human-AI Teams ↗](https://doi.org/10.1145/3461702.3462573)**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 →](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-acm-conference-on-ai-ethics-and-society/2021/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 Models](https://md.research.elamur.ai/free/en/papers/abid-2021-persistent-anti-muslim-bias-large/) [Proceedings of the AAAI/ACM Conference on AI Ethics and Society](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-acm-conference-on-ai-ethics-and-society/)**Abubakar Abid, Maheen Farooqi, James Zou*2021 · 653 citations*

## Top topics

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

[Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

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

[🧑‍🔬**Abubakar Abid**1 work here · 653 citations](https://md.research.elamur.ai/free/en/authors/abubakar-abid/) · [🧑‍🔬**James Zou**1 work here · 653 citations](https://md.research.elamur.ai/free/en/authors/james-zou/)

## Top institutions

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

[🎓**Stanford University** Stanford · United States 1 work here](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**McMaster University** Hamilton · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/mcmaster-university/)

works and citations from OpenAlex and our library.

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