Time-aware Large Kernel Convolutions

Benchmark Model Rank Results
document-summarization-on-cnn-daily-mailTaLK Convolutions (Deep)#15ROUGE-1: 40.59ROUGE-2: 18.97ROUGE-L: 36.81
document-summarization-on-cnn-daily-mailTaLK Convolutions (Standard)#17ROUGE-1: 40.03ROUGE-2: 18.45ROUGE-L: 36.13
language-modelling-on-wikitext-103TaLK Convolutions#50Test perplexity: 23.3Number of params: 240M
machine-translation-on-iwslt2014-germanTaLK Convolutions#19BLEU score: 35.5
machine-translation-on-wmt2014-english-frenchTaLK Convolutions#14BLEU score: 43.2
machine-translation-on-wmt2014-english-germanTaLK Convolutions#21BLEU score: 29.6Number of Params: 209M