Online Embedding Compression for Text Classification using Low Rank Matrix Factorization
AAAI Conference on Artificial Intelligence (AAAI), 2019 · Spotlight — 5-minute presentation
Compresses the word-embedding layer during training with low-rank factorization, reaching 90% compression with minimal accuracy loss and no added latency.