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InsemMar 20242019 patternBE IT

Natural Language Processing (NLP) SPPU Insem Question Paper Mar 2024

All 4 questions from this SPPU insem paper, as printed. Read them here or open the PDF.

Open the PDFMost repeated NLP questions
Subject code
414451C
Pattern
2019 pattern
Exam
Insem
Session
Mar 2024
Max. marks
30
Time
1 Hour
Semester
VIII
Paper code
[6270]-93

Printed for: B.E. (Information Technology) (Insem)

Instructions to the candidates

  1. Answer Q.1 or Q.2, Q.3 or Q.4.
  2. Neat diagrams must be drawn wherever necessary.
  3. Figures to the right indicate full marks.
  4. Assume suitable data, if necessary.

Questions

  1. Q1

    1. a)

      Give significance of grammar in natural language processing with example.

      Also asked:Mar 2025 ·Feb 2023

      [5]
    2. b)

      Explain the significance of NLP in information retrieval?

      [6]
    3. c)

      Explain language modeling in NLP.

      [4]

  2. Q2

    1. a)

      Prove how language modeling plays vital role of in NLP.

      [5]
    2. b)

      Explain the significance of Statistical Language Model in with suitable example.

      Also asked:Mar 2025

      [6]
    3. c)

      List out any 4 challenges in NLP.

      [4]

  3. Q3

    1. a)

      Compare Word level analysis and syntactic analysis.

      [6]
    2. b)

      Write short note on Probabilistic Parsing.

      [4]
    3. c)

      What are Words and Word Classes?

      [5]

  4. Q4

    1. a)

      Explain Part-of-Speech Tagging and its use in NLP?

      Also asked:Feb 2023

      [6]
    2. b)

      What are challenges in syntactic analysis for Indian Languages?

      [4]
    3. c)

      This part has equations that don’t show as text. Open the PDF to read it.

      [5]