Noam Wies

Which transformer architecture fits my data? A vocabulary bottleneck in self-attention

2021 · arXiv (Cornell University)

After their successful debut in natural language processing, Transformer architectures are now becoming the de-facto standard in many domains. An obstacle for their deployment over new modalities is the architectural configuration: the optimal depth-to-width ratio …