NLP Natural Language Processing MCQ's




Question 631 :
In the sentence I made her duck. Here the word her is

  1. semantically ambiguous
  2. syntactically ambiguous
  3. morphologically ambiguous
  4. not ambiguous
  

Question 632 :
Solve the equation according to the sentence 'I am planning to visit New York to attend International Film Fare Festival'. 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, 2002
  3. 7, 5, 2001
  4. 7, 4, 2001
  

Question 633 :
Identify the artificial language

  1. Java
  2. Maori
  3. Kazakh
  4. Zulu
  

Question 634 :
In HMMs, spaces are connected via __________ matrices {T,A} to represent the probability of ____________ from one state to another following their _____

  1. Transitions, Transitioning, Connections
  2. Attribute, Changing, groups
  3. Label, moving, sets
  4. Transitions, Chaning, Sets
  

Question 635 :
Which is example of homophony?

  1. be-bee
  2. be-bo
  3. be-by
  4. be-bio
  

Question 636 :
A DFA is a tuple A = (Q, ∑, δ, qo, F) ,what does δ indicates?

  1. Finite set of state
  2. A finite set of input symbols
  3. Transition function
  4. A set of final states
  

Question 637 :
What Is Full Form Of Nlg? M

  1. Natural Language Generation
  2. Natural Language Genes
  3. Natural Language Growth
  4. Natural Language Generator
  

Question 638 :
Which is not method of WSD?

  1. Supervised learning
  2. Dictionary method
  3. Unsupervised learning
  4. Sem-supervised learning
  

Question 639 :
_________ can specify the results of processes described by utterances in a discourse.

  1. generics
  2. one-anaphora
  3. Inferrables
  4. discontinuous sets
  

Question 640 :
It is the inverse probability of the test data which is normalized by the number of words. This is the definition of

  1. Language Model
  2. N-gram
  3. Perplexity
  4. Laplace smoothing
  

Question 641 :
Text summarization finds the most informative sentences in a ____;

  1. Video
  2. Image
  3. Sound
  4. Doccument
  

Question 642 :
In The Sentence, 'They Bought A Blue House', The Underlined Part Is An Example Of _____.

  1. Noun Phrase
  2. Verb Phrase
  3. Prepositional Phrase
  4. Adverbial Phrase
  

Question 643 :
Natural language processing is divided in _____feilds.

  1. 5
  2. 6
  3. 3
  4. 2
  

Question 644 :
Image summarization finds the most representative images within an _____ collection

  1. Text
  2. Image
  3. Sound
  4. Word
  

Question 645 :
Which one of the following is not a pre-processing technique in NLP

  1. Stemming and Lemmatization
  2. Sentiment analysis
  3. Removal of stop words
  4. Converting to lowercase
  

Question 646 :
Co-reference Resolution is –

  1. Anaphora Resolution
  2. Given a sentence or larger chunk of text, determine which words ('mentions') refer to the same objects ('entities')
  3. Counting frequency of define terms.
  4. Notation of vector for every sentence.
  

Question 647 :
In Sentiment analysis

  1. List the topics that a document deals with
  2. Assess the emotional content of a document
  3. Compress a document as much as possible without losing meaning, producing another document
  4. Given a question in natural language, provide an appropriate answer in natural language
  

Question 648 :
Progmatic Analysis Is the ________ Stage in NLP?

  1. First
  2. Second
  3. Fifth
  4. Forth
  

Question 649 :
A frequently used statistical model in nlp

  1. Stochestic
  2. Hybrid
  3. HMM
  4. Lengustic
  

Question 650 :
Which of these is NOT a feature of pragmatics?

  1. cultural references
  2. assumptions about audiences
  3. implication and inference
  4. cohesion
  

Question 651 :
Each connection in HMM represents a _______ over possible options; given our ______, this results in a large search space of the ________ of all words given the tag.

  1. Value, variables, associativity
  2. Distribution, tags, probability
  3. Variable, Labels, Transitivity
  4. Object, groups, associativity
  

Question 652 :
Look At That Dog With One Eye – Am I To Close An Eye And Look At The Dog Or Does The Dog Have One Eye? Which Type Of Ambiguity Do You Experience In This Sentence.

  1. Semantic Ambiguity
  2. Syntactic Ambiguity
  3. Pragmetic Ambiguity
  4. Anaphoric Ambiguity
  

Question 653 :
Conceal - cover is a example of ________

  1. Antonym
  2. Synonym
  3. Polysemy
  4. Homonym
  

Question 654 :
Suppose a language model assigns the following conditional n-gram probabilities to a 3-word test set: 1/4, 1/2, 1/4. Then P(test-set) = 1/4 * 1/2 * 1/4 = 0.03125. What is the perplexity?

  1. 0.25
  2. 0.03125
  3. 32
  4. 3.175
  

Question 655 :
Zuha Forgets Her Pendrive In Lab. In This Statement, Her Is Known As Which Type Of Reference In The Discourse Context?

  1. Definite Refernce
  2. Indefinite Reference
  3. Pronominal Refenece
  4. Demonstrative Reference
  

Question 656 :
Which type of semantics is concerned with the linguistic study of systematic, meaning related structure of words or lexemes

  1. Compund Semantics
  2. Lexical semantics
  3. Compositional semantics
  4. Word Semantics
  

Question 657 :
The joint probability can be calculated using the ________

  1. conditional probability
  2. probability
  3. sentence
  4. word
  

Question 658 :
Which of the following belongs to the open class group?

  1. Noun
  2. Prepositions
  3. Determiners
  4. Conjunctions
  

Question 659 :
Which of the following is an advantage of normalizing a word?

  1. It guarantees word to be inconsistent
  2. It helps in reducing the randomness in the word
  3. It increases the false negatives
  4. It increases the dimensionality of the input
  

Question 660 :
The statement 'Time passes very quickly' can be represented as

  1. AdvP->(Intens) NP
  2. AdvP->(Intens) Adv
  3. N->Wh-NP VP
  4. S->Wh-NP VP
  
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