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Found 4 papers, 2 papers with code
A Material Lens on Coloniality in NLP
Coloniality, the continuation of colonial harms beyond "official" colonization, has pervasive effects across society and scientific fields.
VALUE: Understanding Dialect Disparity in NLU
To understand disparities in current models and to facilitate more dialect-competent NLU systems, we introduce the VernAcular Language Understanding Evaluation (VALUE) benchmark, a challenging variant of GLUE that we created with a set of lexical and morphosyntactic transformation rules.
Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework
While previous work has focused on a single fairness criteria, we propose to use additional descriptive fairness metrics to better understand the source of these biases.
Insight-centric Visualization Recommendation
This global ranking makes it difficult and time-consuming for users to find the most interesting or relevant insights.
