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Example of "coupled" separate encoder and decoder networks, e.g. for sequence-to-sequence networks. dec.lstmLayers[i].userPrevOutput = nn.rnn.recursiveCopy(dec ...

Google has launched T5Gemma, a new collection of encoder-decoder large language models (LLMs) that promise improved quality and inference efficiency compared to their decoder-only counterparts. It is ...

In this study, mT5, known for its “robust multilingual capability”, was used as the encoder-decoder example, while Llama 2 served as the decoder-only counterpart. The results showed that ...

This work evaluates a similar ASAM, EED with an LSTM encoder and a CNN decoder (RC-EED), RC-EED with an attention mechanism (RC-AEED), other similar EED structures and baseline models. Experiment ...

Several simulation examples were made to proof that the performance self-tuned Encoder-Decoder and GAN is the same. Simulations have also shown that the proposed methods have superior performance in ...