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My lab's research spans artificial Intelligence (AI) modeling and human-computer interaction (HCI) design. We create novel datasets, build AI models, and evaluate model performance and end-user impacts. When automated AI falls short, we design human-in-the-loop approaches supported by AI model explanations and creative user interfaces. To promote fair AI, we design better ways to annotate data without bias and modeling techniques to mitigate dataset biases. We conduct fundamental research, applied to real-world problems that matter, as part of UT Austin's Good Systems Grand Challenge to design responsible AI technologies. A theme of ongoing work is content moderation: automated, human-in-the-loop, and human-safe practices to curb disinformation, hate speech, and polarization online.
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Alex C. Williams,Min Bai, Jonathan Buck,Tristan J. McKinney, Amy Rechkemmer, Koushik Kalyanaraman,Matthew Lease, Patrick Haffner, Xiong Zhou, Li Erran Li
International Conference on Intelligent User Interfacespp.471-488, (2024)
AAAI 2024no. 20 (2024): 22693-22693
Luis Oala,Manil Maskey, Lilith Bat-Leah,Alicia Parrish,Nezihe Merve Gürel,Tzu-Sheng Kuo,Yang Liu,Rotem Dror, Danilo Brajovic,Xiaozhe Yao,Max Bartolo,William Gaviria Rojas,
CoRR (2023)
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FRONTIERS IN ARTIFICIAL INTELLIGENCE (2023): 1161006-1161006
CoRR (2023)
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