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Related Papers

Social Bias Frames: Reasoning about Social and Power Implications of Language

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractWarning: this paper contains content that may be offensive or upsetting. Language has the power to reinforce stereotypes and project social biases onto others. At the core of the challenge …...

37489

Gender and Racial Fairness in Depression Research using Social Media

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractMultiple studies have demonstrated that behaviors expressed on online social media platforms can indicate the mental health state of an individual. The widespread availability of such data has spurred interest …...

42561

Being Right for Whose Right Reasons?

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractExplainability methods are used to benchmark the extent to which model predictions align with human rationales i.e., are ‘right for the right reasons’. Previous work has failed to acknowledge, however, …...

38797

FairPrism: Evaluating Fairness-Related Harms in Text Generation

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractIt is critical to measure and mitigate fairness-related harms caused by AI text generation systems, including stereotyping and demeaning harms. To that end, we introduce FairPrism, a dataset of 5,000 …...

38521