Originally introduced in a 2017 paper, “Attention Is All You Need” from researchers at Google, the transformer was introduced as an encoder-decoder architecture specifically designed for ...

Standard transformer architecture consists of three main components - the encoder, the decoder and the attention mechanism. The encoder processes input data ...

the feasibility and performance of this architecture will only improve. Future research directions include developing standardized protocols for encoder-decoder communication and creating ...