Natural Language Processing (NLP) MCQ's




Question 61 :
Which of the following is the example of understemming?

  1. Data
  2. Date
  3. Datum
  4. Dat, Datu
  

Question 62 :
Probabilistic context- free grammar (PCFG) is also known as the __________

  1. Stochastic context-free grammar
  2. Context sensitive context-free grammar
  3. Regular grammar
  4. Unrestricted context free grammar
  

Question 63 :
Techniques not used in phrases extraction

  1. Part of speech tagging
  2. Statistical phrase extraction
  3. Hybrid
  4. Decompounding
  

Question 64 :
CFG captures ____________________.

  1. Constituency and ordering
  2. word meaning
  3. relation between words
  4. sentence meaning
  

Question 65 :
____ concerns how sentences are used in different situations and how use affects the interpretation of the sentence.

  1. Syntax
  2. Phonology
  3. Pragmatics
  4. Discourse
  

Question 66 :
Excuse Me. You Are Standing On My Foot. This Sentence Is Not Just Plain Assertion; It Is A Request To Someone To Get Off Your Foot. Is An Example Of?

  1. Discourse Analysis
  2. Word Level Analysis
  3. Semantic Analysis
  4. Syntax Analysis
  

Question 67 :
A bottom up parser generates

  1. Right most derivation
  2. Rightmost derivation in reverse
  3. Leftmost derivation
  4. Leftmost derivation in reverse
  

Question 68 :
Many words have more than one meaning; selecting the sensible meaning in context is done with

  1. Randomization
  2. Shallow semantic analysis
  3. Word Sense Disambiguation
  4. POS tagging
  

Question 69 :
Consider the statement The students went to class . Assign POS tags for the statement.

  1. DT NN VB P NN
  2. DT NN NN P NN
  3. NN NN VBG P NN
  4. DT NN VB P DT
  

Question 70 :
When gmail extracts only the data from the email recived for you to add in your Google Calendar. This example denotes

  1. Information extraction
  2. Information retrieval
  3. Information Handling
  4. Information Transformation
  

Question 71 :
John and Mary love their Acuras. They drive them all the time. It is example of _______

  1. Indefinte noun pharse
  2. Definte noun pharse
  3. Demostrative
  4. Discontinuous sets
  

Question 72 :
Words with just one free morpheme are

  1. Simple words
  2. Complex words
  3. Joint Words
  4. Compound words
  

Question 73 :
_______ of a transducer is useful because it makes it easy to convert a FST-as-parser into an FST-as-generator.

  1. parser
  2. inversion
  3. composition
  4. generation
  

Question 74 :
What is the main challenge of NLP?

  1. Handling Tokenization
  2. Handling Ambiguity of Sentences
  3. Cleaning Text
  4. Filtering Text
  

Question 75 :
Uses unidirectional language model for producing word embedding

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

Question 76 :
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. Keyword Hashing
  

Question 77 :
Following are examples of Artificial Languages except

  1. C
  2. English
  3. Python
  4. Scilab
  

Question 78 :
Capability vs Capabilities is an example of ______ morphology.

  1. Inflectional
  2. Normailzation
  3. Cliticization
  4. Derivational
  

Question 79 :
What Was First Defined For Natural Language By Chomsky (1957)

  1. Context-Free Grammar (Cfg)
  2. Finite Automata (Fa)
  3. Push Down Automata (Pda)
  4. Turing Machine
  

Question 80 :
The metric to measure 'the intensity of emotion provoked by the stimulus' in emotion modeling is:

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

Question 81 :
Which of the following measurements are used to evaluate the quality of entity recognition?

  1. Recision
  2. Recall
  3. Measure
  4. R-measure
  

Question 82 :
Morphotactics is a model of

  1. Spelling modifications that may occur during affixation
  2. All affixes in the English language
  3. How and which morphemes can be affixed to a stem
  4. Ngrams of affixes and stems
  

Question 83 :
Which of the following component of NLP?

  1. Pragmatic analysis
  2. Entity extraction
  3. Syntactic analysis
  4. Pragmatic analysis - Entity extraction - Syntactic analysis
  

Question 84 :
Which will be suitable NLP method For COVID 19 News Analysis from the online newspaers ?

  1. NER
  2. Machine Transltion
  3. Sentiment Analysis
  4. Text Summarization
  

Question 85 :
What is Global coherence?

  1. It is how each sentence relates to the previous sentence.
  2. It is how each sentence relates to the topic
  3. It is how each sentence not relates to the topic
  4. It is how each sentence not relates to the previous sentence.
  

Question 86 :
In information retrieval, extremely common words which would appear to be of little value in helping select documents that are excluded from the index vocabulary are called:

  1. Stop Words
  2. Tokens
  3. Lemmatized Words
  4. Stemmed Terms
  

Question 87 :
Identify odd one out

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

Question 88 :
_________ Is the Second Stage in NLP?

  1. Syntactic Analysis
  2. Discourse Analysis
  3. Semantic Analysis
  4. Pragmatic Analysis
  

Question 89 :
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 90 :
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
  
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