3 papers
cs.SI2021
Perspective-taking to Reduce Affective Polarization on Social Media
Martin Saveski, Nabeel Gillani, Ann Yuan +2
The intensification of affective polarization worldwide has raised new questions about how social media platforms might be further fracturing an already-divided public sphere. As o…
cs.CY2020
Games for Fairness and Interpretability
Eric Chu, Nabeel Gillani, Sneha Priscilla Makini
As Machine Learning (ML) systems becomes more ubiquitous, ensuring the fair and equitable application of their underlying algorithms is of paramount importance. We argue that one w…
cs.CY2019
Simple dynamic word embeddings for mapping perceptions in the public sphere
Nabeel Gillani, Roger Levy
Word embeddings trained on large-scale historical corpora can illuminate human biases and stereotypes that perpetuate social inequalities. These embeddings are often trained in sep…