Search Results for author: Sooyong Lee

Found 2 papers, 1 papers with code

Diverse, but Divisive: LLMs Can Exaggerate Gender Differences in Opinion Related to Harms of Misinformation

no code implementations29 Jan 2024 Terrence Neumann, Sooyong Lee, Maria De-Arteaga, Sina Fazelpour, Matthew Lease

We pose two central questions: (1) To what extent do prompts with explicit gender references reflect gender differences in opinion in the United States on topics of social relevance?

Fact Checking Language Modelling +2

Same Same, But Different: Conditional Multi-Task Learning for Demographic-Specific Toxicity Detection

1 code implementation14 Feb 2023 Soumyajit Gupta, Sooyong Lee, Maria De-Arteaga, Matthew Lease

We propose framing toxicity detection as multi-task learning (MTL), allowing a model to specialize on the relationships that are relevant to each demographic group while also leveraging shared properties across groups.

Multi-Task Learning

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