English to Spanish Translation. Overview Machine translation using a sequence-to-sequence (seq2seq) encoder-decoder model has revolutionized the field of language translation. By leveraging the power ...

Encoder-Decoder-Reconstructor. Figure 3: The attention layer in Example 1 : Improvement in under-translation. Encoder-Decoder-Reconstructor. Figure 4: The attention layer in Example 2 : Improvement in ...

Abstract: This work contributes to the quality evaluation of Machine Translation between Myanmar and Wa and provides the research on Long Short-Term Memory (LSTM)-based Deep Learning encoder-decoder ...

The encoder and decoder of the proposed model are jointly trained to maximize the conditional probability of a target sequence given a source sequence. The performance of a statistical machine ...

Large language models (LLMs) have changed the game for machine translation (MT). LLMs vary in architecture, ranging from decoder-only designs to encoder-decoder frameworks. Encoder-decoder models, ...

This work contributes to the quality evaluation of Machine Translation between Myanmar and Wa and provides the research on Long Short-Term Memory (LSTM)-based Deep Learning encoder-decoder mode. The ...