AI Natural Language Processing MCQ

Natural Language Processing MCQs : This section focuses on "Natural Language Processing" in Artificial Intelligence. These Multiple Choice Questions (mcq) should be practiced to improve the AI skills required for various interviews (campus interviews, walk-in interviews, company interviews), placements, entrance exams and other competitive examinations.

1. What is full form of NLP?

A. Natural Language Processing
B. Nature Language Processing
C. Natural Language Process
D. Natural Language pages

View Answer


2. What are the input and output of an NLP system?

A. Speech and noise
B. Speech and Written Text
C. Noise and Written Text
D. Noise and value

View Answer


3. How many Components of NLP are there?

A. 2
B. 3
C. 4
D. 5

View Answer


4. What is full form of NLU?

A. Nature Language Understanding
B. Natural Long Understanding
C. Natural Language Understanding
D. None of the Above

View Answer


5. What is full form of NLG?

A. Natural Language Generation
B. Natural Language Genes
C. Natural Language Growth
D. Natural Language Generator

View Answer


6. What is the main challenge/s of NLP?

A. Handling Ambiguity of Sentences
B. Handling Tokenization
C. Handling POS-Tagging
D. All of the above

View Answer


7. Which of the following includes major tasks of NLP?

A. Discourse Analysis
B. Automatic Summarization
C. Machine Translation
D. All of the above

View Answer


8. What is Morphological Segmentation?

A. Does Discourse Analysis
B. is an extension of propositional logic
C. Separate words into individual morphemes and identify the class of the morphemes
D. None of the Above

View Answer


9. Which of the following is used to mapping sentence plan into sentence structure?

A. Text planning
B. Sentence planning
C. Text Realization
D. None of the Above

View Answer


10. Which of the following is used study of construction of words from primitive meaningful units?

A. Phonology
B. Morphology
C. Morpheme
D. Shonology

View Answer


11. How many steps of NLP is there?

A. 3
B. 4
C. 5
D. 6

View Answer


12. Parts-of-Speech tagging determines ___________

A. part-of-speech for each word dynamically as per meaning of the sentence
B. part-of-speech for each word dynamically as per sentence structure
C. all part-of-speech for a specific word given as input
D. All of the above

View Answer


13. In linguistic morphology _____________ is the process for reducing inflected words to their root form.

A. Rooting
B. Stemming
C. Text-Proofing
D. Both Rooting & Stemming

View Answer


14. Many words have more than one meaning; we have to select the meaning which makes the most sense in context. This can be resolved by ____________

A. Fuzzy Logic
B. Shallow Semantic Analysis
C. Word Sense Disambiguation
D. All of the above

View Answer


15. Which of the following is demerits of Top-Down Parser?

A. It is hard to implement.
B. Slow speed
C. inefficient
D. Both B and C

View Answer


16. Which of the following is merits of Context-Free Grammar?

A. simplest style of grammar
B. They are highly precise.
C. High speed
D. All of the above

View Answer


17. "He lifted the beetle with red cap." contain which type of ambiguity ?

A. Lexical ambiguity
B. Syntax Level ambiguity
C. Referential ambiguity
D. None of the Above

View Answer


18. "I am tired." Contain which type of ambiguity ?

A. Lexical ambiguity
B. Syntax Level ambiguity
C. Sementic ambiguity
D. None of the Above

View Answer


19. Given a sound clip of a person or people speaking, determine the textual representation of the speech.

A. Text-to-speech
B. Speech-to-text
C. Both A and B
D. None of the Above

View Answer


20. What is Machine Translation?

A. Converts one human language to another
B. Converts human language to machine language
C. Converts any human language to English
D. Converts Machine language to human language

View Answer





Discussion


* You must be logged in to add comment.