This Ai Paper By Toyota Research Institute Introduces Supra: Enhancing Transformer Efficiency With Recurrent Neural Networks

NLP has advanced with transformer models, but their high memory and processing requirements pose challenges. Researchers are exploring more efficient alternatives, such as Linear Transformers, state-space models, and SUPRA, which converts pre-trained transformers into RNNs.