Abeba Birhane

According to our database, Abeba Birhane authored at least 20 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Automating Ambiguity: Challenges and Pitfalls of Artificial Intelligence.

Abeba Birhane

CoRR, 2022

The games we play: critical complexity improves machine learning.

Abeba Birhane, David J. T. Sumpter

CoRR, 2022

Handling and Presenting Harmful Text.

Leon Derczynski, Hannah Rose Kirk, Abeba Birhane, Bertie Vidgen

CoRR, 2022

Data Justice Stories: A Repository of Case Studies.

David Leslie, Morgan Briggs, Antonella Perini, Smera Jayadeva, Cami Rincón, Noopur Raval, Abeba Birhane, Rosamund Powell, Michael Katell, Mhairi Aitken

CoRR, 2022

Advancing Data Justice Research and Practice: An Integrated Literature Review.

David Leslie, Michael Katell, Mhairi Aitken, Jatinder Singh, Morgan Briggs, Rosamund Powell, Cami Rincón, Thompson Chengeta, Abeba Birhane, Antonella Perini, Smera Jayadeva, Anjali Mazumder

CoRR, 2022

Auditing saliency cropping algorithms.

Abeba Birhane, Vinay Uday Prabhu, John Whaley

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Taxonomy of Risks posed by Language Models.

Laura Weidinger, Jonathan Uesato, Maribeth Rauh, Conor Griffin, Po-Sen Huang, John Mellor, Amelia Glaese, Myra Cheng, Borja Balle, Atoosa Kasirzadeh, Courtney Biles, Sasha Brown, Zac Kenton, Will Hawkins, Tom Stepleton, Abeba Birhane, Lisa Anne Hendricks, Laura Rimell, William S. Isaac, Julia Haas, Sean Legassick, Geoffrey Irving, Iason Gabriel

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

The Forgotten Margins of AI Ethics.

Abeba Birhane, Elayne Ruane, Thomas Laurent, Matthew S. Brown, Johnathan Flowers, Anthony Ventresque, Christopher L. Dancy

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

The Values Encoded in Machine Learning Research.

Abeba Birhane, Pratyusha Kalluri, Dallas Card, William Agnew, Ravit Dotan, Michelle Bao

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

The Limits of Fairness.

Abeba Birhane

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

Algorithmic injustice: a relational ethics approach.

Abeba Birhane

Patterns, 2021

Ethical and social risks of harm from Language Models.

Laura Weidinger, John Mellor, Maribeth Rauh, Conor Griffin, Jonathan Uesato, Po-Sen Huang, Myra Cheng, Mia Glaese, Borja Balle, Atoosa Kasirzadeh, Zac Kenton, Sasha Brown, Will Hawkins, Tom Stepleton, Courtney Biles, Abeba Birhane, Julia Haas, Laura Rimell, Lisa Anne Hendricks, William S. Isaac, Sean Legassick, Geoffrey Irving, Iason Gabriel

CoRR, 2021

Multimodal datasets: misogyny, pornography, and malignant stereotypes.

Abeba Birhane, Vinay Uday Prabhu, Emmanuel Kahembwe

CoRR, 2021

Large image datasets: A pyrrhic win for computer vision?

Abeba Birhane, Vinay Uday Prabhu

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Narratives and Counternarratives on Data Sharing in Africa.

Rediet Abebe, Kehinde Aruleba, Abeba Birhane, Sara Kingsley, George Obaido, Sekou L. Remy, Swathi Sadagopan

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020

Towards decolonising computational sciences.

Abeba Birhane, Olivia Guest

CoRR, 2020

Robot Rights?: Let's Talk about Human Welfare Instead.

Abeba Birhane, Jelle van Dijk

Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

2019

Algorithmic Injustices: Towards a Relational Ethics.

Abeba Birhane, Fred Cummins

CoRR, 2019

Conversational AI: Social and Ethical Considerations.

Elayne Ruane, Abeba Birhane, Anthony Ventresque

Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019

2016

Illusory Correlations: An Investigation in a Social Media Setting.

Abeba Birhane, Roisin Fitzpatrick, Caoimhe Kavanagh, John Rogers

Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016