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05/15/2023
Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback
Millions of users come to online peer counseling platforms to seek suppo...
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03/01/2023
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness
Mitigating algorithmic bias is a critical task in the development and de...
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04/09/2021
Increasing the Speed and Accuracy of Data LabelingThrough an AI Assisted Interface
Labeling data is an important step in the supervised machine learning li...
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02/24/2021
Themisto: Towards Automated Documentation Generation in Computational Notebooks
Computational notebooks allow data scientists to express their ideas thr...
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01/13/2021
AutoDS: Towards Human-Centered Automation of Data Science
Data science (DS) projects often follow a lifecycle that consists of lab...
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09/08/2019
How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?
In recent years there has been an increasing trend in which data scienti...
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09/05/2019
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI
The rapid advancement of artificial intelligence (AI) is changing our li...
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01/23/2019