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EndsemMay 20242019 patternBE IT

Natural Language Processing (NLP) SPPU Endsem Question Paper May 2024

All 8 questions from this SPPU endsem paper, as printed. Read them here or open the PDF.

Open the PDFMost repeated NLP questions
Subject code
414451 C
Pattern
2019 pattern
Exam
Endsem
Session
May 2024
Max. marks
70
Time
2½ Hours
Semester
VIII
Paper code
[6263]-184

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

Instructions to the candidates

  1. Answer Q.1 or Q.2, Q.3 or Q.4, Q5 or Q6, Q7 or Q8.
  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)

      Explain steps used in discourse processing.

      [9]
    2. b)

      What are the different types of ambiguity? Provide an example of each.

      Also asked:May 2025

      [9]

  2. Q2

    1. a)

      What is the role of lexical resources? Explain WordNet in lexical semantics?

      [9]
    2. b)

      What is Word Sense Disambiguation? How it is handled in NLP.

      Also asked:May 2023

      [9]

  3. Q3

    1. a)

      What is role of annotate knowledge in generation of text reports.

      Also asked:Nov 2024 ·May 2023

      [8]
    2. b)

      What is role of NLP in web search? Give suitable example.

      [9]

  4. Q4

    1. a)

      Explain significance of Text Pre-Processing in NLP. Elaborate any method for Text Pre Processing.

      [8]
    2. b)

      Write a note on “Learning to Annotate Cases with Knowledge Roles”.

      [9]

  5. Q5

    1. a)

      What is semantic text mining? Explain with a neat diagram.

      [6]
    2. b)

      Write note on Combination of Probabilistic Classification and Finite-State Sequence.

      [6]
    3. c)

      Write in detail the high level representation approaches in text mining. 2

      Also asked:Nov 2024

      [6]

  6. Q6

    1. a)

      What is probabilistic model? Give examples of probabilistic models and explain any one in detail.

      Also asked:May 2025 ·Nov 2024

      [9]
    2. b)

      Explain the document separation as sequence mapping problem.

      Also asked:May 2025 ·May 2023

      [9]

  7. Q7

    1. a)

      What is Corpora? What is the role of Corpora? Explain the 3 types of Corpora.

      [5]
    2. b)

      Explain design feature of IR with a neat diagram.

      Also asked:Nov 2024 ·Nov 2023

      [7]
    3. c)

      Explain POS Tagger.

      [5]

  8. Q8

    1. a)

      What is iSTART? List the reading strategies used by ISTART

      [7]
    2. b)

      Write short note on. i) Word Net ii) Frame Net 

      Also asked:May 2025 ·Nov 2023

      [10]