BERT is an AI model that offered a novel mechanism at the time of its announcement, which allows predictions based on not only the context ... Decoder-only models can perform similarly to encoder ...

Text adds context to ... and fed through an encoder and decoder to generate predictions. The attention blocks in the encoder and decoder use matrix multiplications to learn model parameters. The rest ...

Abstract: This paper studies the couplet generation model which automatically generates the second line of a couplet by giving the first line. Unlike other sequence generation problems, couplet ...

It is composed of an encoder module that compresses an input string from the source language into a vector that represents the words and their relations to each other. The decoder module ...

So we can say in the architecture of this network, we have an encoder and a decoder which can ... which can also be called a context vector of a fixed length. A critical disadvantage with the context ...