In the machine translation example that we examined above, the encoder module of the transformer learned the relations between English words and sentences, and the decoder learns the mappings ...

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

The following year, Google released bidirectional encoder representations from transformers ... encoder and decoder components in a model and during translation. For example, it allows the ...

the Evolved Transformer contains an encoder that encodes input data (sentences in translation tasks) into embeddings (mathematical representations) and a decoder that uses those embeddings to ...