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What does the term 'subword tokenization' refer to?
What does the term 'subword tokenization' refer to?
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Practice Questions
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What does the term 'subword tokenization' refer to?
Breaking words into smaller meaningful units
Combining multiple words into a single token
Ignoring punctuation in tokenization
Using only the first letter of each word
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Subword tokenization refers to breaking words into smaller meaningful units, which helps in handling out-of-vocabulary words.
Questions & Step-by-step Solutions
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Q
Q: What does the term 'subword tokenization' refer to?
Solution:
Subword tokenization refers to breaking words into smaller meaningful units, which helps in handling out-of-vocabulary words.
Steps: 5
Show Steps
Step 1: Understand that words can be long and complex.
Step 2: Realize that some words may not be in a computer's vocabulary.
Step 3: Learn that subword tokenization breaks these long words into smaller parts.
Step 4: Know that these smaller parts are called 'subwords' and can be meaningful on their own.
Step 5: Understand that this process helps computers understand and process language better, especially for new or rare words.
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