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Journal Articles
- 2022
[j1]Angelina Wang
, Alexander Liu, Ryan Zhang, Anat Kleiman, Leslie Kim, Dora Zhao, Iroha Shirai, Arvind Narayanan, Olga Russakovsky:
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets. Int. J. Comput. Vis. 130(7): 1790-1810 (2022)
Conference and Workshop Papers
- 2024
- [c9]Yusuke Hirota, Jerone Theodore Alexander Andrews, Dora Zhao, Orestis Papakyriakopoulos, Apostolos Modas, Yuta Nakashima, Alice Xiang:
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes. EMNLP 2024: 8249-8267 - [c8]Dora Zhao, Jerone T. A. Andrews, Orestis Papakyriakopoulos, Alice Xiang:
Position: Measure Dataset Diversity, Don't Just Claim It. ICML 2024 - [c7]Dora Zhao, Morgan Klaus Scheuerman, Pooja Chitre, Jerone Theodore Alexander Andrews, Georgia Panagiotidou, Shawn Walker, Kathleen H. Pine, Alice Xiang:
A Taxonomy of Challenges to Curating Fair Datasets. NeurIPS 2024 - 2023
- [c6]Orestis Papakyriakopoulos, Anna Seo Gyeong Choi, William Thong, Dora Zhao, Jerone Theodore Alexander Andrews, Rebecca Bourke, Alice Xiang, Allison Koenecke:
Augmented Datasheets for Speech Datasets and Ethical Decision-Making. FAccT 2023: 881-904 - [c5]Nicole Meister, Dora Zhao, Angelina Wang, Vikram V. Ramaswamy, Ruth Fong, Olga Russakovsky:
Gender Artifacts in Visual Datasets. ICCV 2023: 4814-4825 - [c4]Dora Zhao, Jerone Theodore Alexander Andrews, Alice Xiang:
Men Also Do Laundry: Multi-Attribute Bias Amplification. ICML 2023: 42000-42017 - [c3]Jerone Theodore Alexander Andrews, Dora Zhao, William Thong, Apostolos Modas, Orestis Papakyriakopoulos, Alice Xiang:
Ethical Considerations for Responsible Data Curation. NeurIPS 2023 - [c2]Vikram V. Ramaswamy, Sing Yu Lin, Dora Zhao, Aaron Adcock, Laurens van der Maaten, Deepti Ghadiyaram, Olga Russakovsky:
GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition. NeurIPS 2023 - 2021
- [c1]Dora Zhao, Angelina Wang, Olga Russakovsky:
Understanding and Evaluating Racial Biases in Image Captioning. ICCV 2021: 14810-14820
Informal and Other Publications
- 2025
- [i14]Dora Zhao, Diyi Yang, Michael S. Bernstein:
Mapping the Spiral of Silence: Surveying Unspoken Opinions in Online Communities. CoRR abs/2502.00952 (2025) - [i13]Qianou Ma, Dora Zhao, Xinran Zhao, Chenglei Si, Chenyang Yang, Ryan Louie, Ehud Reiter, Diyi Yang, Tongshuang Wu:
SPHERE: An Evaluation Card for Human-AI Systems. CoRR abs/2504.07971 (2025) - [i12]Akaash Kolluri, Renn Su, Farnaz Jahanbakhsh, Dora Zhao, Tiziano Piccardi, Michael S. Bernstein:
Alexandria: A Library of Pluralistic Values for Realtime Re-Ranking of Social Media Feeds. CoRR abs/2505.10839 (2025) - [i11]Dora Zhao, Diyi Yang, Michael S. Bernstein:
Knoll: Creating a Knowledge Ecosystem for Large Language Models. CoRR abs/2505.19335 (2025) - 2024
- [i10]Dora Zhao, Morgan Klaus Scheuerman, Pooja Chitre, Jerone T. A. Andrews, Georgia Panagiotidou, Shawn Walker, Kathleen H. Pine, Alice Xiang:
A Taxonomy of Challenges to Curating Fair Datasets. CoRR abs/2406.06407 (2024) - [i9]Yusuke Hirota, Jerone T. A. Andrews, Dora Zhao, Orestis Papakyriakopoulos, Apostolos Modas, Yuta Nakashima, Alice Xiang:
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes. CoRR abs/2407.03623 (2024) - [i8]Dora Zhao, Jerone T. A. Andrews, Orestis Papakyriakopoulos, Alice Xiang:
Position: Measure Dataset Diversity, Don't Just Claim It. CoRR abs/2407.08188 (2024) - 2023
- [i7]Vikram V. Ramaswamy, Sing Yu Lin, Dora Zhao, Aaron B. Adcock, Laurens van der Maaten, Deepti Ghadiyaram, Olga Russakovsky:
Beyond web-scraping: Crowd-sourcing a geographically diverse image dataset. CoRR abs/2301.02560 (2023) - [i6]Jerone T. A. Andrews, Dora Zhao, William Thong, Apostolos Modas, Orestis Papakyriakopoulos, Shruti Nagpal, Alice Xiang:
Ethical Considerations for Collecting Human-Centric Image Datasets. CoRR abs/2302.03629 (2023) - [i5]Orestis Papakyriakopoulos, Anna Seo Gyeong Choi, Jerone Theodore Alexander Andrews, Rebecca Bourke, William Thong, Dora Zhao, Alice Xiang, Allison Koenecke:
Augmented Datasheets for Speech Datasets and Ethical Decision-Making. CoRR abs/2305.04672 (2023) - 2022
- [i4]Nicole Meister, Dora Zhao, Angelina Wang, Vikram V. Ramaswamy, Ruth Fong, Olga Russakovsky:
Gender Artifacts in Visual Datasets. CoRR abs/2206.09191 (2022) - [i3]Dora Zhao, Mikako Inaba, Andrés Monroy-Hernández:
Understanding Teenage Perceptions and Configurations of Privacy on Instagram. CoRR abs/2208.02796 (2022) - [i2]Dora Zhao, Jerone T. A. Andrews, Alice Xiang:
Men Also Do Laundry: Multi-Attribute Bias Amplification. CoRR abs/2210.11924 (2022) - 2021
- [i1]Dora Zhao, Angelina Wang, Olga Russakovsky:
Understanding and Evaluating Racial Biases in Image Captioning. CoRR abs/2106.08503 (2021)
Coauthor Index
aka: Jerone T. A. Andrews
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