Yi Ding

schoolUniversity of Californiabar_chart#9497 Global Rank

Total Papers

HCI Rank

#9497

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Years Active

Recent Publications

Impact of Annotator Demographics on Sentiment Dataset Labeling

As machine learning methods become more powerful and capture more nuances of human behavior, biases in the dataset can shape what the model learns and is evaluated on. This paper explores and attempts to quantify the uncertainties and biases due to \textit{annotator} demographics when creating sentiment analysis datas…

CSCW '221st AuthorData, Bias and Fairness

Impact of Annotator Demographics on Sentiment Dataset Labeling

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