Natural Language Processing Quiz
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Questions and Answers

Which of the following is NOT a task typically associated with natural language processing?

  • Sentiment analysis
  • Document classification
  • Climate modeling (correct)
  • Information retrieval

    • What type of ambiguity arises when multiple meanings for a word exist?

  • Word-level ambiguity (correct)
  • Sentence-level ambiguity
  • Attachment ambiguity
  • Local ambiguity

    • Which challenge is primarily associated with the structured vs. unstructured nature of text?

  • Variability
  • Typos
  • Text is unstructured (correct)
  • Volume of Data

    • What does attachment ambiguity relate to?

    <p>Unclear connections between sentence elements</p> Signup and view all the answers

    Which task in natural language processing involves providing short answers to specific inquiries?

    <p>Question answering</p> Signup and view all the answers

    What can context help resolve in language processing?

    <p>Ambiguity</p> Signup and view all the answers

    Which of the following describes the issue of variability in language?

    <p>Different expressions conveying the same idea</p> Signup and view all the answers

    Which technological resource is essential for processing human language effectively?

    <p>Basic Linguistic Concepts</p> Signup and view all the answers

    What is the primary function of Named Entity Recognition in Natural Language Processing?

    <p>To identify and categorize proper names and entities in text.</p> Signup and view all the answers

    Which of the following best describes corpus annotation?

    <p>Incorporating linguistic information into the text.</p> Signup and view all the answers

    What is the role of sentiment analysis in the study of language?

    <p>To categorize words and their emotional implications.</p> Signup and view all the answers

    What is an example of a domain-specific dictionary?

    <p>A collection of medical terminology.</p> Signup and view all the answers

    Which method can be used for adding annotation to corpora automatically?

    <p>Machine learning algorithms.</p> Signup and view all the answers

    What is a significant challenge of manual corpus annotation?

    <p>It can be time-consuming and costly.</p> Signup and view all the answers

    Which of the following aspects does spell checking typically address?

    <p>Correcting incorrectly spelled words.</p> Signup and view all the answers

    What type of linguistic data can be included in corpora?

    <p>A mixture of written text, transcribed speech, and web text.</p> Signup and view all the answers

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