Publications
Addressing Weak Decision Boundaries in Image Classification by Leveraging Web Search and Generative Models
In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, August 2023. International Joint Conferences on Artificial Intelligence Organization, Macau, SAR China, 5941–5949.
Preetam Prabhu Srikar Dammu, Yunhe Feng, and Chirag Shah
AI and the Everything in the Whole Wide World Benchmark
In Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks.
Inioluwa Deborah Raji, Emily M. Bender, Amandalynne Paullada, Emily Denton and Alex Hanna.
An iSchool approach to data science: Human-centered, socially responsible, and context-driven.
Journal of the Association for Information Science and Technology 72, 6 (2021), 793–796.
Chirag Shah, Theresa Anderson, Loni Hagen, and Yin Zhang
Assessing enactment of content regulation policies: A post hoc crowd-sourced audit of election misinformation on YouTube
In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 19, 2023. ACM, Hamburg Germany, 1–22.
Prerna Juneja, Md Momen Bhuiyan, and Tanushree Mitra
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations
In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023. Association for Computational Linguistics, Toronto, Canada, 9871–9889.
Lucy Lu Wang, Yulia Otmakhova, Jay DeYoung, Thinh Hung Truong, Bailey Kuehl, Erin Bransom, and Byron Wallace
Characterizing Political Campaigning with Lexical Mutants on Indian Social Media
arXiv e-prints (2024).
Shruti Phadke and Tanushree Mitra
Closing the Gender Gap in Patenting: Evidence from a Randomized Control Trial at the Uspto
SSRN Journal (2022).
Nicholas Pairolero, Andrew A Toole, Peter-Anthony Pappas, Charles deGrazia, and Mike Teodorescu
Data Statements: From Technical Concept to Community Practice
ACM J. Responsib. Comput. (May 2023), 3594737.
Angelina McMillan-Major, Emily M. Bender, and Batya Friedman
Detecting Spurious Correlations via Robust Visual Concepts in Real and AI-Generated Image Classification
arXiv e-prints, 16th November, 2023
Preetam Prabhu Srikar Dammu and Chirag Shah
Determining systematic differences in human graders for machine learning-based automated hiring
The Brookings Institution, USA, 1-33
Mike H M Teodorescu, Nailya Ordabayeva, Marios Kokkodis, Abhishek Unnam, and Varun Aggarwal
Do the Ends Justify the Means? Variation in the Distributive and Procedural Fairness of Machine Learning Algorithms
J Bus Ethics 181, 4 (December 2022), 1083–1095.
Lily Morse, Mike Horia M. Teodorescu, Yazeed Awwad, and Gerald C. Kane
Effective Backdoor Mitigation Depends on the Pre-training Objective
arXiv e-prints, 25th November, 2023.
Sahil Verma, Gantavya Bhatt, Avi Schwarzschild, Soumye Singhal, Arnav Mohanty Das, Chirag Shah, John P. Dickerson, and Jeff Bilmes
Envisioning Information Access Systems: What Makes for Good Tools and a Healthy Web?
ACM Trans. Web (February 2024), 3649468.
Chirag Shah and Emily M. Bender
Failures of Fairness in Automation Require a Deeper Understanding of Human-ML Augmentation
MISQ 45, 3 (September 2021), 1483–1500.
Mike H. M. Teodorescu, Lily Morse, Yazeed Awwad, and Gerald C. Kane
FAIR: Fairness‐aware information retrieval evaluation
Asso for Info Science & Tech 73, 10 (October 2022), 1461–1473.
Ruoyuan Gao, Yingqiang Ge, and Chirag Shah
Fairness Constraints in Speech-to-Text Applications – Clinical Effects of Salivation
In 2023 International Conference on Speech Technology and Human-Computer Dialogue (SpeD), October 25, 2023. IEEE, Bucharest, Romania, 72–77.
Mike H.M. Teodorescu, Ionut Taraboanta, Sorin Andrian, Angela C. Ghiorghe, Horia-Nicolai Teodorescu, and Mihaela Grigorie
From Paper to Card: Transforming Design Implications with Generative AI
University of Washington, Faculty
Donghoon Shin, Lucy Lu Wang, and Gary Hsieh
Has CEO Gender Bias Really Been Fixed? Adversarial Attacking and Improving Gender Fairness in Image Search.
AAAI 36, 11 (June 2022), 11882–11890.
Yunhe Feng and Chirag Shah
Human and Technological Infrastructures of Fact-checking
In Proc. ACM Hum.-Comput. Interact. 6, CSCW2 (November 2022), 1–36.
Prerna Juneja and Tanushree Mitra
Inflorescence: A Framework for Evaluating Fairness with Clustered Federated Learning
In Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, October 08, 2023. ACM, Cancun, Quintana Roo Mexico, 374–380.
Alex Kyllo and Afra Mashhadi
Investigating Code Generation Performance of ChatGPT with Crowdsourcing Social Data
In 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC), June 2023. IEEE, Torino, Italy, 876–885.
Yunhe Feng, Sreecharan Vanam, Manasa Cherukupally, Weijian Zheng, Meikang Qiu, and Haihua Chen
Just Another Day on Twitter: A Complete 24 Hours of Twitter Data
ICWSM 17, (June 2023), 1073–1081.
Jürgen Pfeffer, Daniel Matter, Kokil Jaidka, Onur Varol, Afra Mashhadi, Jana Lasser, Dennis Assenmacher, Siqi Wu, Diyi Yang, Cornelia Brantner, Daniel M. Romero, Jahna Otterbacher, Carsten Schwemmer, Kenneth Joseph, David Garcia, and Fred Morstatter
No Walk in the Park: The Viability and Fairness of Social Media Analysis for Parks and Recreational Policy Making
ICWSM 15, (May 2021), 409–420.
Afra Mashhadi, Samantha G. Winder, Emilia H. Lia, and Spencer A. Wood
Machine Learning Fairness is Computationally Difficult and Algorithmically Unsatisfactorily Solved
In 2021 IEEE High Performance Extreme Computing Conference (HPEC), September 20, 2021. IEEE, Waltham, MA, USA, 1–8.
Mike H.M. Teodorescu and Xinyu Yao
On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜
In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, March 03, 2021. ACM, Virtual Event Canada, 610–623
Emily M. Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval
In Findings of the Association for Computational Linguistics: EMNLP 2023, 2023. Association for Computational Linguistics, Singapore, 8177–8199.
John Giorgi, Luca Soldaini, Bo Wang, Gary Bader, Kyle Lo, Lucy Wang, and Arman Cohan
Paper Plain : Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing
ACM Trans. Comput.-Hum. Interact. 30, 5 (October 2023), 1–38
Tal August, Lucy Lu Wang, Jonathan Bragg, Marti A. Hearst, Andrew Head, and Kyle Lo.
Precise Debias: An Automatic Prompt Engineering Approach for Generative AI to Mitigate Image Demographic Biases
In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), January 2024. IEEE, Waikoloa, Hawaii, 8596-8605.
Colton Clemmer, Junhua Ding, and Yunhe Feng
Privacy-Aware Adversarial Network in Human Mobility Prediction
arXiv e-prints, 9 Aug, 2022.
Yuting Zhan, Hamed Haddadi, and Afra Mashhadi
Recreational mobility prior and during the COVID-19 pandemic
Commun Phys 7, 1 (February 2024), 55.
Zahra Ghadiri, Afra Mashhadi, Marc Timme, and Fakhteh Ghanbarnejad
Resisting Dehumanization in the Age of “AI”
ACurr Dir Psychol Sci (February 2024), 09637214231217286
Emily M. Bender
Towards Fairness-aware Adversarial Network Pruning
In 2023 IEEE/CVF International Conference on Computer Vision (ICCV), October 01, 2023. IEEE, Paris, France, 5145–5154.
Lei Zhang, Zhibo Wang, Xiaowei Dong, Yunhe Feng, Xiaoyi Pang, Zhifei Zhang, and Kui Ren
Towards Fairness-Aware Ranking by Defining Latent Groups Using Inferred Features
In Advances in Bias and Fairness in Information Retrieval, Ludovico Boratto, Stefano Faralli, Mirko Marras and Giovanni Stilo (eds.). Springer International Publishing, Cham, 1–8.
Yunhe Feng, Daniel Saelid, Ke Li, Ruoyuan Gao, and Chirag Shah
What Makes People Join Conspiracy Communities?: Role of Social Factors in Conspiracy Engagement
Proc. ACM Hum.-Comput. Interact. 4, CSCW3 (January 2021), 1–30.
Shruti Phadke, Mattia Samory, and Tanushree Mitra
Situating Search
In ACM SIGIR Conference on Human Information Interaction and Retrieval, March 14, 2022. ACM, Regensburg Germany, 221–232.
Chirag Shah and Emily M. Bender