NLP Natural Language Processing MCQ's




Question 541 :
what a speaker (or writer) assumes is true or known by a listener (or reader)

  1. presupposition
  2. spatial deixis
  3. supposition
  4. Pragmatics
  

Question 542 :
In the context of POS tagging, the objective would be to build an HMM to model P(____ | ___) and Compute the label probabilities given observations using _____ Rule.

  1. Value, Label, Markov
  2. Word, Tag, Bayes
  3. Attribute, Variable, Bayes
  4. Input, Label, Markov
  

Question 543 :
Syntactic n -grams are n -grams defined by paths in ________ dependency or constituent trees rather than the linear structure of the text

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

Question 544 :
Which algorithm is used to train HMM model?

  1. Early algorithm
  2. Lexk algorithm
  3. Forward-backward or Welch algorithm
  4. A centering algorithm
  

Question 545 :
Uses unidirectional language model for producing word embedding

  1. BERT
  2. GPT
  3. ELMo
  4. Word2Vec
  

Question 546 :
essential to the study of language acquisition; important for understanding language in social contexts (varieties of English, effects on style)

  1. semantics
  2. location
  3. Semantic roles
  4. homonyms
  

Question 547 :
Features that are used to represent the abstract letter pattern of the word by mapping lower-case letters to ‘x’, upper-case to ‘X’, numbers to ’d’, and retaining punctuation are called as: (For example I.M.F would map to X.X.X. and DC10-30 would map to XXdd-dd)

  1. Acronym
  2. X-maps
  3. Word Shape
  4. Word Mapper
  

Question 548 :
How is the word consultants stemmed?

  1. consultant
  2. consult
  3. consul
  4. consultants
  

Question 549 :
which model is used for statistical machine translation

  1. Probabilistic model
  2. Entropy model
  3. FST
  4. Rule based model
  

Question 550 :
A set of words that denotes a subcategory of a more general class

  1. Hyponymy
  2. Meronymy
  3. Polysemy
  4. Clines
  

Question 551 :
Maximum Entropy Markov Models use a maximum entropy _______for _______ and local __________.

  1. Framework, Features, Normalization
  2. Rules, Variables, Classification
  3. Sets, Values, Distribution
  4. Rules, features, classification
  

Question 552 :
In which type of morphology, new words get created by changing part-of-speech. e.g. organise, organization, organizational

  1. Inflectional
  2. Both derivation and inflectional
  3. Semantic
  4. Derivational
  

Question 553 :
Elements of Semantic analysis

  1. Hyponymy
  2. Homonymy
  3. Polysemy
  4. Hyponymy, Homonymy, Polysemy
  

Question 554 :
A web page whose content doesn't vary from one request to another is called a:

  1. Text Page
  2. Dynamic Page
  3. Active Server Page
  4. Static Page
  

Question 555 :
Which is the true in NLP study?

  1. Machine learning is a subdivision of deep learning.
  2. Shallow learning is the simplest form of deep learning.
  3. Deep learning is a subdivision of machine learning.
  4. NLP is the acronym for Neural Language Processing.
  

Question 556 :
A web server communicates with a client (browser) using which protocol:

  1. HTML
  2. HTTP
  3. FTP
  4. Telnet
  

Question 557 :
While Working With Text Data Obtained From News Sentences, Which Are Structured In Nature, Which Of The Grammar-Based Text Parsing Techniques Can Be Used For Noun Phrase Detection, Verb Phrase Detection, Subject Detection And Object Detection.

  1. Part Of Speech Tagging
  2. Dependency Parsing And Constituency Parsing
  3. Skip Gram And N-Gram Extraction
  4. Continuous Bag Of Words
  

Question 558 :
In test summarisation an ___________ is formed by selecting phrases or sentences from the document to be summarized

  1. Abstract
  2. Extract
  3. Information
  4. Prose
  

Question 559 :
The word 'Putting' is handle and clean up by which stemming rule? 'Putting ® Put'

  1. {(X) –ing ® ϵ} and {__CC® C}
  2. {(X) –eed ® -ee} and {-at ® -ate}
  3. {(X) –ing ® -ing}
  4. {(X) –C1VC2 ® C1VC2e}
  

Question 560 :
_________ Is The Type Of Morphology That Changes The Word Category And Affects The Meaning.

  1. Inflectional
  2. Derivational
  3. Cliticization
  4. Text-Proofing
  

Question 561 :
From a verb to a specific manner elaboration of that web

  1. Homonymy
  2. Troponym
  3. Polysemy
  4. Metonymy
  

Question 562 :
A scheme where a weight is assigned to a term based upon the number of occurrences of the term within a document is called:

  1. Bag of Words
  2. Document Frequency
  3. Term Frequency
  4. Optimal weight
  

Question 563 :
The study of which words occur together, and their frequency of co-occurrence is called as _______.

  1. Connotation
  2. Collocation
  3. Implication
  4. Location
  

Question 564 :
A context free language is called ambiguous if _________

  1. It has 2 or more left derivations for some terminal string ѡ є L (G)
  2. It has 2 or more right derivations for some terminal string ѡ є L (G)
  3. It has 2 or more left - right derivations for some terminal string ѡ є L (G)
  4. It has 3 or more left - right derivations for some terminal string ѡ є L (G)
  

Question 565 :
Which one of the following is morpheme of the word 'unbelievable'?

  1. un
  2. unbe
  3. evable
  4. able
  

Question 566 :
e.g. 'walk', 'talk', 'print' are examples of which type of verb

  1. Regular verb
  2. Irregular verb
  3. Complex verb
  4. Normal verb
  

Question 567 :
A prepositional phrase consists of a preposition and its

  1. Object
  2. Subject
  3. Noun
  4. Verb
  

Question 568 :
Syntactic analysis or parsing may be defined as the process of ________ the _______ of symbols in Natural language conforming to the rules of formal grammar.

  1. Analyzing - Strings
  2. Defining - Groups
  3. Reducing - Arrays
  4. Reviewing - Letters
  

Question 569 :
Bat is flying in the sky' Identify the dependency checking to perform sense disambiguation of ‘Bat’

  1. Batà sky
  2. Skyà fly
  3. Batà fly
  4. Batà sky, fly
  

Question 570 :
How Many Steps Of Nlp Is There?

  1. Three
  2. Four
  3. Five
  4. Six
  
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