Natural Language Processing (NLP) MCQ's




Question 661 :
The car hit the pole while it was moving. what type of ambiguity exists in above sentence?

  1. Semantic
  2. Syntactic
  3. Lexical
  4. Pragmatic
  

Question 662 :
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 663 :
The System Recognizes If Emails Belong In One Of Three Categories (Primary, Social, Or Promotions) Based On Their Contents. What This Application Is Called?

  1. Smart Assistant
  2. Email Filters
  3. Predictive Text
  4. Language Translation
  

Question 664 :
Conceal - cover is a example of ________

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

Question 665 :
Idea behind maximum entropy is

  1. To build a distribution by continuously separating features.
  2. To build a distribution by continuously adding features.
  3. Ignore words feature and build a model
  4. Build a model from class to word.
  

Question 666 :
Porter Stemmer algorithm use for _______.

  1. Lemmatization
  2. Syntax Analysis
  3. Stemming
  4. Part of speech tagging
  

Question 667 :
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 668 :
___________ tools allow businesses to identify customer sentiment toward products, brands or services in online feedback.

  1. Lexical analysis
  2. Syntactical analysis
  3. Hybrid analysis
  4. Sentiment Analysis
  

Question 669 :
Identify the artificial language

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

Question 670 :
Which is example of homophony?

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

Question 671 :
In Reference Resolution the entity that is referred is called as _________ .

  1. corefer
  2. referent
  3. anaphora
  4. subject
  

Question 672 :
Which of the following belongs to the open class group?

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

Question 673 :
In NLG ______includes retrieving the relevant content from knowledge base.

  1. Text planning
  2. Sentence planning
  3. Text Realization
  4. Text Mapping
  

Question 674 :
It is not word embedding library

  1. Word2vec
  2. Glove
  3. Fasttext
  4. TextBlog
  

Question 675 :
A Network With Named Nodes And Labeled Arcs That Can Be Used To Represent Certain Natural Language Grammars To Facilitate Parsing.

  1. Tree Network
  2. Star Network
  3. Transition Network
  4. Complete Network
  

Question 676 :
Words 'happy', 'talk', 'use' are examples of which morpheme

  1. Prefix
  2. Bound
  3. Free
  4. Suffix
  

Question 677 :
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 678 :
Which is not method of WSD?

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

Question 679 :
___________technique looks at the meaning of the word.

  1. Stemming
  2. Lemmatization
  3. Stop word identification
  4. Morphological Analysis
  

Question 680 :
I went to the school, and they told me come on next day'. What type of ambiguity present in the given sentence?

  1. Syntactic ambiguity
  2. Anaphoric ambiguity
  3. Semantic ambiguity
  4. Lexical ambiguity
  

Question 681 :
Rule for removing suffix will be given in form '(Condition) S1 ® S2', where S1 is suffix. If the condition is '(*d)' then which of the following is correct interpretation?

  1. The stem ends with S.
  2. The stem contain vowel.
  3. The stem ends with a double consonant (eg. -TT, -SS)
  4. The stem ends CVC, where second C is not W, X, or Y
  

Question 682 :
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 683 :
How Many Different Lexemes Are There In The Following List?Man, Men, Girls , Girl , Mouse

  1. 2
  2. 3
  3. 1
  4. 4
  

Question 684 :
Make Computers As They Can Solve Problems Like Humans And Think Like Humans Is

  1. Challege Of Nlp
  2. Disadvantage Of Nlp
  3. Stage Of Nlp
  4. Knowledge Of Nlp
  

Question 685 :
The joint probability can be calculated using the ________

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

Question 686 :
Which Approach Does Direct Translation Use?

  1. No Approach
  2. Word By Word Translation
  3. Sentential Translation
  4. Paragraph By Paragraph Translation
  

Question 687 :
Lexical semantics (also known as lexicosemantics), is a subfield of _________________.

  1. Sociology
  2. linguistic semantics
  3. Philosophy
  4. Content mining
  

Question 688 :
He was running quickly into the stadium'. What type of phrase is this?

  1. Noun phrase
  2. Verb phrase
  3. Prepositional phrase
  4. Adjectival phrase
  

Question 689 :
In An Hmm, Observation Likelihoods Measure

  1. The Likelihood Of A Pos Tag Given A Word
  2. The Likelihood Of A Pos Tag Given The Preceding Tag
  3. The Likelihood Of A Word Given A Pos Tag
  4. The Likelihood Of A Pos Tag Given Two Preceding Tags
  

Question 690 :
Format of words is given in options, select incorrect option.

  1. Books ® Book + Noun + Plural
  2. 0
  3. Cats ® Cat + Verb
  4. Went®go + Verb + Past
  
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