Questions and Answers
What is the purpose of using N-grams in natural language processing?
To predict the next word in a sequence based on previous words
What is the purpose of the backoff technique in language modeling?
To handle cases where the most probable output is incorrect
Which of the following is NOT a common component involved in word-level analysis?
Sentiment analysis
What is the purpose of phonetic hashing in word-level analysis?
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How is TF-IDF used in word-level analysis?
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What is the primary purpose of Part-of-Speech (POS) tagging in natural language processing?
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How does phonetic hashing contribute to improving search accuracy in speech recognition systems?
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In natural language processing, what does TF-IDF measure for a word in a document?
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What role does backoff play in N-grams?
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How does part-of-speech tagging contribute to downstream tasks like question answering in natural language processing?
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