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…