If you're seeking accurate answers to the Encoder-Decoder Architecture: Quiz, you've come to the right place. Here, you'll find a comprehensive list of all the questions along with their corresponding answers.
Encoder-Decoder Architecture: Quiz Questions and Answers
Q1. What is the name of the machine learning architecture that takes a sequence of words as input and outputs a sequence of words?
Option 1: Collaborative natural network
Option 2: Encoder-decoder
Option 3: Large stream text manipulation
Option 4: Regressive neural networking
The Correct Answer for Q1 is Option 2
Q2. What are two ways to generate text from a trained encoder-decoder model at serving time?
Option 1: Teacher forcing and attention
Option 2: Greedy search and beam search
Option 3: Greedy search and attention
Option 4: Teacher forcing and beam search
The Correct Answer for Q2 is Option 2
Q3. What is the difference between greedy search and beam search?
Option 1: Greedy search considers multiple possible words and selects the one with the lowest combined probability, whereas beam search always selects the word with the lowest probability.
Option 2: Greedy search always selects the word with the highest probability, whereas beam search considers multiple possible words and selects the one with the highest combined probability.
Option 3: Greedy search considers multiple possible words and selects the one with the highest combined probability, whereas beam search always selects the word with the highest probability.
Option 4: Greedy search always selects the word with the lowest probability, whereas beam search considers multiple possible words and selects the one with the lowest combined probability.
The Correct Answer for Q3 is Option 2
Q4. What is the purpose of the encoder in an encoder-decoder
architecture?
Option 1: To predict the next word in the output sequence
Option 2: To convert the input sequence into a vector representation
Option 3: To learn the relationship between the input and output sequences
Option 4: To generate the output sequence from the vector representation
The Correct Answer for Q4 is Option 2
Q5. What is the purpose of the decoder in an encoder-decoder architecture?
Option 1: To predict the next word in the output sequence
Option 2: To convert the input sequence into a vector representation
Option 3: To learn the relationship between the input and output sequences
Option 4: To generate the output sequence from the vector representation
The Correct Answer for Q5 is Option 1, Option 4
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