3 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.SI2023★ 3 cited
Bias, Consistency, and Partisanship in U.S. Asylum Cases: A Machine Learning Analysis of Extraneous Factors in Immigration Court Decisions
Vyoma Raman, Catherine Vera, CJ Manna
In this study, we introduce a novel two-pronged scoring system to measure individual and systemic bias in immigration courts under the U.S. Executive Office of Immigration Review (…
cs.CL2023★ 2 cited
Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection
Vyoma Raman, Eve Fleisig, Dan Klein
The impact of AI models on marginalized communities has traditionally been measured by identifying performance differences between specified demographic subgroups. Though this appr…