What is the purpose of the encoder in an encoder-decoder architecture?To predict the next word in the output sequenceTo convert the input sequence into a vector representationTo learn the relationship between the input and output sequencesTo generate the output sequence from the vector representation

What does an Encoder do?Question 5Answera.Combines multiple inputs into one outputb.Expands a single input to multiple outputsc.Converts data from analog to digital formd.Performs arithmetic operations on multiple inputs

What is the main role of the decoder in a Transformer model?Question 14Answera.To generate output tokens based on the final encoder representation.b.To compute attention scores between input and output tokens.c.Learning positional encodings.d.To encode the input sequence.

What is the purpose of an encoder circuit?a.To convert a set of input signals into a coded outputb.To generate a parity bit based on input datac.To perform arithmetic operationsd.To convert binary data into its equivalent BCD representation

advantages of encoder decoder in rnn

What are the encoder and decoder components of a transformer model?The encoder ingests an input sequence and produces a sequence of tokens. The decoder takes in the tokens from the encoder and produces an output sequence.The encoder ingests an input sequence and produces a single hidden state. The decoder takes in the hidden state from the encoder and produces an output sequence.The encoder ingests an input sequence and produces a sequence of hidden states. The decoder takes in the hidden states from the encoder and produces an output sequence.The encoder ingests an input sequence and produces a sequence of images. The decoder takes in the images from the encoder and produces an output sequence.