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Questions and Answers
What is the role of the encoder in the encoder-decoder framework?
What is the role of the encoder in the encoder-decoder framework?
What is the primary function of the decoder in the encoder-decoder framework?
What is the primary function of the decoder in the encoder-decoder framework?
In the sequence-to-sequence tasks, what does the encoder do with the source sequence?
In the sequence-to-sequence tasks, what does the encoder do with the source sequence?
Study Notes
Encoder-Decoder Framework
- The encoder plays a crucial role in the encoder-decoder framework, as it processes the input sequence and generates a continuous representation of the input data.
Encoder's Function
- The primary function of the encoder is to take in a source sequence and output a continuous representation, often a vector, that captures the essential information of the input data.
Decoder's Function
- The primary function of the decoder is to generate the output sequence by predicting the next token, one at a time, based on the output of the encoder and the previous tokens.
Encoder's Task in Sequence-to-Sequence
- In sequence-to-sequence tasks, the encoder processes the source sequence and generates a continuous representation that captures the essential information of the input data, which is then used by the decoder to generate the output sequence.
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Description
Test your knowledge of the encoder-decoder framework with this quiz. Explore the components of the framework and understand its role in sequence-to-sequence tasks.
