Pretrained Embeddings for E-commerce Machine Learning: When it Fails and Why?

Da Xu, Bo Yang

The use of pretrained embeddings has become widespread in modern e-commerce machine learning (ML) systems. In practice, however, we have encountered several key issues when using p…