Understanding the Downstream Instability of Word Embeddings

Megan Leszczynski, Avner May, Jian Zhang +3

Many industrial machine learning (ML) systems require frequent retraining to keep up-to-date with constantly changing data. This retraining exacerbates a large challenge facing ML…