基本信息
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个人简介
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.
研究兴趣
论文共 186 篇作者统计合作学者相似作者
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arXiv (Cornell University) (2024)
Alex C. Williams,Min Bai, Jonathan Buck,Tristan J. McKinney,Amy Rechkemmer, Koushik Kalyanaraman,Matthew Lease,Patrick Haffner,Xiong Zhou,Li Erran Li
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, Ryan Hileman, Rainier Aliment,Michael W. Mahoney, Meg Risdal,Matthew Lease,Wojciech Samek, Debojyoti Dutta,Curtis G. Northcutt,Cody Coleman,Braden Hancock,Bernard Koch,Girmaw Abebe Tadesse,Bojan Karlas,Ahmed Alaa,Adji Bousso Dieng,Natasha F. Noy,Vijay Janapa Reddi,James Zou ,Praveen K. Paritosh,Mihaela van der Schaar,Kurt D. Bollacker,Lora Aroyo,Ce Zhang,Joaquin Vanschoren,Isabelle Guyon,Peter Mattson
CoRR (2023)
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CoRR (2023): 239-254
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作者统计
#Papers: 185
#Citation: 6934
H-Index: 39
G-Index: 79
Sociability: 6
Diversity: 2
Activity: 39
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D-Core
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