Publications by Abdelrahman Zayed
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Abdelrahman Zayed
Research Areas: Natural language processing, Fairness, Causality
Activity
- PhD Student: Sep 2020 - now
Conference and Journal Papers
2024
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Should We Attend More or Less? Modulating Attention for Fairness
Abdelrahman Zayed, Gonçalo Mordido, Samira Shabanian, and Sarath Chandar
Conference on Language Modeling (COLM), 2024.
#NLP
[arXiv] -
Why Don’t Prompt-Based Fairness Metrics Correlate?
Abdelrahman Zayed, Gonçalo Mordido, Ioana Baldini, and Sarath Chandar
Annual Meeting of the Association for Computational Linguistics (ACL), 2024.
#NLP
[arXiv], [YouTube] -
Fairness-Aware Structured Pruning in Transformers
Abdelrahman Zayed, Gonçalo Mordido, Samira Shabanian, Ioana Baldini, and Sarath Chandar
AAAI Conference on Artificial Intelligence (AAAI), 2024.
#NLP
[arXiv], [YouTube]
2023
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Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness
Abdelrahman Zayed, Prasanna Parthasarathi, Gonçalo Mordido, Hamid Palangi, Samira Shabanian, and Sarath Chandar
AAAI Conference on Artificial Intelligence (AAAI), 2023.
#NLP
[arXiv], [YouTube]