Subformer: A Parameter Reduced Transformer

Benchmark Model Rank Results
abstractive-text-summarization-on-cnn-dailySubformer-baseROUGE-1: 40.9ROUGE-2: 18.3ROUGE-L: 37.7
language-modelling-on-wikitext-103SubformerTest perplexity: 20.39Number of params: 96M
machine-translation-on-wmt2014-english-germanSubformer-xlargeBLEU score: 29.3