51 citations · 51 across the 1 of their papers we have counts for
2 papers
cs.CY2017★ 51 cited
Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English
Su Lin Blodgett, Brendan O'Connor
We highlight an important frontier in algorithmic fairness: disparity in the quality of natural language processing algorithms when applied to language from authors of different so…
stat.ML2016
Visualizing textual models with in-text and word-as-pixel highlighting
Abram Handler, Su Lin Blodgett, Brendan O'Connor
We explore two techniques which use color to make sense of statistical text models. One method uses in-text annotations to illustrate a model's view of particular tokens in particu…