Natural Language Processing (NLP) MCQ's




Question 421 :
Lappin and Leass Algorithm is used for

  1. Coherence Relation
  2. Pronoun Resolution
  3. Anaphora Resolution
  4. Syntax Analysis
  

Question 422 :
Which is NOT a conjunction?

  1. But
  2. and
  3. or
  4. that
  

Question 423 :
Solve the equation according to the sentence 'I am planning to visit New Delhi to attend Analytics Vidhya Delhi Hackathon'. A = (# of words with Noun as the part of speech tag) B = (# of words with Verb as the part of speech tag) C = (# of words with frequency count greater than one) What are the correct values of A, B, and C?

  1. 5, 5, 2002
  2. 5, 5, 2000
  3. 7, 5, 2001
  4. 7, 4, 2002
  

Question 424 :
The linker

  1. Is similar to interpreter
  2. Uses source code as its input
  3. I s required to create a load module
  4. None of the mentioned
  

Question 425 :
______-is the study of internal structure of word.

  1. Morphological Processing
  2. Syntax Processing
  3. Parser
  4. Semantic Processing
  

Question 426 :
Dictionary-based sentiment analysis is a computational approach relies on a pre-defined list (or dictionary) of sentiment-laden words.

  1. probability model.
  2. a pre-defined list of sentiment-laden words.
  3. CRF
  4. HMM
  

Question 427 :
Singular: Fish, Plural : Fish. Singular: Goose, Plural : Geese. Which rules are applied

  1. Orthographic rule
  2. NLP rules
  3. Semantic rules
  4. Morphological rule
  

Question 428 :
Google Translate is one of the ________________ application.

  1. Machine translation
  2. Information Retrieval
  3. Information Extraction
  4. Summarisation
  

Question 429 :
How many bi-grams can be generated from given sentence:- This is NLP book.?

  1. 3
  2. 2
  3. 4
  4. 1
  

Question 430 :
Spam email detection comes under which domain?

  1. Text Categorization
  2. NER
  3. Text Classification
  4. Sentiment Analysis
  

Question 431 :
The branches of linguistics that focus on the meaning of a language

  1. Semantics - phonology
  2. Semantics - pragmatics
  3. Morphology - pragmatics
  4. Pragmatics - phonology
  

Question 432 :
How many types of Deixis eixsts?

  1. 3
  2. 5
  3. 4
  4. 2
  

Question 433 :
Which of the following is a single valued attribute

  1. Register_number
  2. Address
  3. SUBJECT_TAKEN
  4. Reference
  

Question 434 :
Car is a ______ of vehical.

  1. Antonym
  2. Hypernym
  3. Hypernym
  4. Hyponym
  

Question 435 :
______has the same spelling and sound, but do not have related meanings

  1. Homophones
  2. Polysemy
  3. Homonymy
  4. Synonymy
  

Question 436 :
What Is The Major Difference Between Crf (Conditional Random Field) And Hmm (Hidden Markov Model)?

  1. Crf Is Generative Whereas Hmm Is Discriminative Model
  2. Crf Is Discriminative Whereas Hmm Is Generative Model
  3. Crf And Hmm Are Generative Model
  4. Crf And Hmm Are Discriminative Model
  

Question 437 :
How is the word changing lematized?

  1. chang
  2. changin
  3. chan
  4. change
  

Question 438 :
Car is hyponym of

  1. Scooter
  2. Cycle
  3. Rickshaw
  4. Automobile
  

Question 439 :
Two words with very closely related meanings

  1. Antonyms
  2. Homonyms
  3. Synonyms
  4. Hyponymy
  

Question 440 :
Word segmentation is mostly used when

  1. Hyphens are present
  2. Multiple alphabets intermingled
  3. Long sentences
  4. No space between words
  

Question 441 :
instead of thinking of words as containers of meaning, we look at the roles they fulfill within the situation described by a sentence

  1. semantic roles (thematic roles)
  2. semantic features
  3. Semantic roles
  4. semantically; syntactically
  

Question 442 :
Choose from the following areas where NLP can be useful.

  1. Automatic Text Summarization
  2. Automatic Question-Answering Systems
  3. Information Retrieval
  4. All of the above
  

Question 443 :
Parts-of-Speech tagging determines ___________

  1. part-of-speech for each word dynamically as per meaning of the sentence
  2. part-of-speech for each word dynamically as per sentence structure
  3. all part-of-speech for a specific word given as input
  4. all of the mentioned
  

Question 444 :
Function morphemes are also called ______

  1. open-class morphemes
  2. sub-class morphemes
  3. super-class morphemes
  4. closed-class morphemes
  

Question 445 :
Polysemy is defined as the coexistence of multiple meanings for a word or phrase in a text object. Which of the following models is likely the best choice to correct this problem?

  1. Random Forest Classifier
  2. Convolutional Neural Networks
  3. Gradient Boosting
  4. Classification
  

Question 446 :
Mango is hyponym of

  1. Forest
  2. Human
  3. Fruits
  4. Sweet
  

Question 447 :
The metric to measure 'the degree of control exerted by the stimulus' in emotion modeling is:

  1. Controllability
  2. Valence
  3. Arousal
  4. Dominance
  

Question 448 :
Which of the following is the example of overstemming?

  1. Univers
  2. Universe
  3. Universal
  4. University
  

Question 449 :
The basic operation of a web browser is to pass a request to the web server. This request is an address for a web page and is known as the:

  1. UAL: Universal Address Locator
  2. HTML: Hypertext Markup Language
  3. URL: Universal Resource Locator
  4. HTTP: Hypertext transfer protocol
  

Question 450 :
What Is The Major Difference Between Crf (Conditional Random Field) And Hmm (Hidden Markov Model)?

  1. Crf Is Generative Whereas Hmm Is Discriminative Model
  2. Crf Is Discriminative Whereas Hmm Is Generative Model
  3. Crf And Hmm Are Generative Model
  4. Crf And Hmm Are Discriminative Model
  
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