no code implementations • 14 Nov 2023 • William Held, Camille Harris, Michael Best, Diyi Yang
Coloniality, the continuation of colonial harms beyond "official" colonization, has pervasive effects across society and scientific fields.
1 code implementation • ACL 2022 • Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang
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.
1 code implementation • 27 Sep 2021 • Matan Halevy, Camille Harris, Amy Bruckman, Diyi Yang, Ayanna Howard
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.
no code implementations • 21 Mar 2021 • Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao
This global ranking makes it difficult and time-consuming for users to find the most interesting or relevant insights.