NLP and Information Retrieval in AI
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Questions and Answers

What is the primary goal of Information Retrieval (IR)?

  • To build query statements
  • To store and organize data
  • To develop intelligent systems
  • To satisfy an information need from large collections (correct)

What is Natural Language Processing (NLP) concerned with?

  • Storing information in databases
  • Developing programs that understand natural language (correct)
  • Designing algorithms for speech recognition
  • Developing intelligent systems

What type of data is Information Retrieval (IR) concerned with?

  • Only unstructured data
  • Unstructured, semi-structured, and structured data (correct)
  • Only structured data
  • Only semi-structured data

What is efficiency measured against in Information Retrieval (IR)?

<p>Algorithms, query building, and data organization (A)</p> Signup and view all the answers

What is the definition of Information Retrieval (IR)?

<p>Finding material that satisfies an information need from large collections (B)</p> Signup and view all the answers

What is the purpose of applying algorithms in Information Retrieval (IR)?

<p>To satisfy a given information query (D)</p> Signup and view all the answers

What is the primary concern of Information Retrieval?

<p>Retrieving relevant documents to a query. (D)</p> Signup and view all the answers

What is the purpose of Stopword removal in Text Operations?

<p>To remove common words with little meaning. (D)</p> Signup and view all the answers

What is the output of the Indexing component in an IR System?

<p>An inverted index of word to document pointers. (A)</p> Signup and view all the answers

What is the purpose of the Ranking component in an IR System?

<p>To score all retrieved documents according to a relevance metric. (A)</p> Signup and view all the answers

What is the function of the User Interface in an IR System?

<p>To manage interaction with the user. (C)</p> Signup and view all the answers

What is the purpose of Query Operations in an IR System?

<p>To transform the query to improve retrieval. (C)</p> Signup and view all the answers

What is the primary focus of Natural Language Processing in Artificial Intelligence?

<p>All of the above (D)</p> Signup and view all the answers

What could be achieved with the ability to analyze syntax and semantics?

<p>Retrieval based on meaning (A)</p> Signup and view all the answers

What is an example of a method for determining the sense of an ambiguous word?

<p>Word sense disambiguation (B)</p> Signup and view all the answers

What is the primary function of an IR System?

<p>To generate a ranked list of documents (D)</p> Signup and view all the answers

What is a 'Push' action in the context of user interaction?

<p>Software agents push the information towards the users (C)</p> Signup and view all the answers

What is a document in the context of Information Retrieval?

<p>A single unit of information typically in a digital form (D)</p> Signup and view all the answers

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