Online Embedding Compression for Text Classification using Low Rank Matrix Factorization

Anish Acharya, Rahul Goel, Angeliki Metallinou +1

Deep learning models have become state of the art for natural language processing (NLP) tasks, however deploying these models in production system poses significant memory constrai…