Энергия тұтыну

AbstractRecent progress in hardware and methodology for training neural networks has ushered in a new generation of large networks trained on abundant data. These models have obtained notable gains in …...

AbstractAttention mechanism has become the dominant module in natural language processing models. It is computationally intensive and depends on massive power-hungry multiplications. In this paper, we rethink variants of attention …...

Abstract“BERT, a pre-trained language model entirely based on attention, has proven to be highly per-formant for many natural language understanding tasks. However, pre-trained language mod-els (PLMs) are often computationally expensive …...