Dylan K. Baker

13 papers A* 2C 1Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
The Role of Expertise in Effectively Moderating Harmful Social Media Content.
CHI
Nuredin Ali Abdelkadir, Tianling Yang, Shivani Kapania, Meron Estefanos, Fasica Berhane Gebrekidan, Zecharias Zelalem, Messai Ali, Rishan Berhe, Dylan K. Baker, Zeerak Talat, Milagros Miceli, Alex Hanna, Timnit Gebru
2024 A* conf
D3CODE: Disentangling Disagreements in Data across Cultures on Offensiveness Detection and Evaluation.
EMNLP
Aida Mostafazadeh Davani, Mark Diaz, Dylan K. Baker, Vinodkumar Prabhakaran
2024 J jnl
D3CODE: Disentangling Disagreements in Data across Cultures on Offensiveness Detection and Evaluation.
CoRR
Aida Mostafazadeh Davani, Mark Díaz, Dylan K. Baker, Vinodkumar Prabhakaran
2024 — conf
Disentangling Perceptions of Offensiveness: Cultural and Moral Correlates.
FAccT
Aida Mostafazadeh Davani, Mark Díaz, Dylan K. Baker, Vinodkumar Prabhakaran
2023 J jnl
Disentangling Perceptions of Offensiveness: Cultural and Moral Correlates.
CoRR
Aida Mostafazadeh Davani, Mark Díaz, Dylan K. Baker, Vinodkumar Prabhakaran
2023 J jnl
Evaluating the Social Impact of Generative AI Systems in Systems and Society.
CoRR
Irene Solaiman, Zeerak Talat, William Agnew, Lama Ahmad, Dylan K. Baker, Su Lin Blodgett, Hal Daumé III, Jesse Dodge, Ellie Evans, Sara Hooker, Yacine Jernite, Alexandra Sasha Luccioni, Alberto Lusoli, Margaret Mitchell, Jessica Newman, Marie-Therese Png, Andrew Strait, Apostol Vassilev
2022 — conf
CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation.
FAccT
Mark Díaz, Ian D. Kivlichan, Rachel Rosen, Dylan K. Baker, Razvan Amironesei, Vinodkumar Prabhakaran, Emily Denton
2022 J jnl
CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation.
CoRR
Mark Diaz, Ian D. Kivlichan, Rachel Rosen, Dylan K. Baker, Razvan Amironesei, Vinodkumar Prabhakaran, Emily Denton
2021 J jnl
Cross-geographic Bias Detection in Toxicity Modeling.
CoRR
Sayan Ghosh, Dylan K. Baker, David Jurgens, Vinodkumar Prabhakaran
2021 — conf
Detecting Cross-Geographic Biases in Toxicity Modeling on Social Media.
W-NUT
Sayan Ghosh, Dylan K. Baker, David Jurgens, Vinodkumar Prabhakaran
2020 — conf
Algorithmically encoded identities: reframing human classification.
FAT*
Dylan K. Baker, Alex Hanna, Emily Denton
2020 C conf
Diversity and Inclusion Metrics in Subset Selection.
AIES
Margaret Mitchell, Dylan K. Baker, Nyalleng Moorosi, Emily Denton, Ben Hutchinson, Alex Hanna, Timnit Gebru, Jamie Morgenstern
2020 J jnl
Diversity and Inclusion Metrics in Subset Selection.
CoRR
Margaret Mitchell, Dylan K. Baker, Nyalleng Moorosi, Emily Denton, Ben Hutchinson, Alex Hanna, Timnit Gebru, Jamie Morgenstern