Tianling Yang

schoolTechnical University of Berlinbar_chart#3411 Global Rank

Total Papers

HCI Rank

#3411

Research Areas

Years Active

Recent Publications

The Role of Expertise in Effectively Moderating Harmful Social Media Content

Social media platforms played a significant role in spreading genocidal content in the 2020-2022 Tigray war, where the deadliest genocide of the 21st century was committed. While linguistic expertise is clearly needed to adequately moderate such content, we ask: What additional expertise is needed? Why and to what ext…

CHI '252nd AuthorAI-Assisted Decision-Making & Automation +2

The Making of Performative Accuracy in AI Training: Precision Labor and Its Consequences

Accuracy and precision are central values in the AI communities and the technology sector. This paper provides empirical evidence on the construction and organizational management of technical accuracy, demonstrating how technology companies' preoccupation with such values leads to harm. Drawing on nine months of mult…

CSCW '222nd AuthorData Work; Data Work

Documenting Data Production Processes: A Participatory Approach for Data Work

The opacity of machine learning data is a significant threat to ethical data work and intelligible systems. Previous research has addressed this issue by proposing standardized checklists to document datasets. This paper expands that field of inquiry by proposing a shift of perspective: from documenting datasets towar…

CSCW '20CorrespondingBest PaperCrowds and Collaboration

Between Subjectivity and Imposition: Power Dynamics in Data Annotation for Computer Vision

The interpretation of data is fundamental to machine learning. This paper investigates practices of image data annotation as performed in industrial contexts. We define data annotation as a sense-making practice, where annotators assign meaning to data through the use of labels. Previous human-centered investigations…

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