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InsemMar 20242019 patternTE AI&DS

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
317532B
Pattern
2019 pattern
Exam
Insem
Session
Mar 2024
Max. marks
30
Time
1 Hour
Semester
II
Paper code
[6269]-328

Printed for: T.E. (Artificial Intelligence and Data Science) (Insem)

Instructions to the candidates

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

Questions

  1. Q1

    1. a)

      Explain the different levels of language analysis.

      [5]
    2. b)

      List any three challenges in NLP. Provide solution to these challenges.

      [5]
    3. c)

      Compare Rule based, Data Based and knowledge Based approaches of NLP.

      Also asked:Mar 2023

      [5]

  2. Q2

    1. a)

      With a neat diagram describe how a typical NLP system is organised.

      [5]
    2. b)

      Explain the working of Rule based approach for NLP.

      [5]
    3. c)

      Explain why ambiguity is one of the core challenges of NLP. Give examples.

      [5]

  3. Q3

    1. a)

      Define Morphology. Explain stem and affix classes of Morphemes with examples.

      [5]
    2. b)

      Explain Minimum Edit Distance Algorithm.

      [5]
    3. c)

      Explain Morphological Parsing with Finite-State Transducers.

      Also asked:Mar 2023

      [5]

  4. Q4

    1. a)

      Why do we need a 3-tape FST for morphological parsing. Illustrate with an example.

      [5]
    2. b)

      Explain the spelling Correction approaches in NLP.

      [5]
    3. c)

      Explain the use of Finite State Automata for Morphological Analysis. 

      [5]