NLP Natural Language Processing MCQ's




Question 511 :
Assume a corpus with 350 tokens in it. We have 20 word types in that corpus (V = 20). The frequency (unigram count) of word types 'short' and 'fork' are 25 and 15 respectively. Which of the following is the probability of 'short' (PMLE('short'))?

  1. 25/350
  2. 26/370
  3. 26/350
  4. 25/370
  

Question 512 :
........... are the lexemes with the same orthographic form but different meaning.

  1. homographs
  2. homophones
  3. synonyms
  4. Hypernyms
  

Question 513 :
It is not part of text summarization on the basis of purpose

  1. Generic
  2. Domain-specific
  3. Query based
  4. Single document
  

Question 514 :
____________ interpretation is done by adding context-dependant information

  1. Semantic
  2. Pragmatic
  3. Syntactic
  4. Word level Analysis
  

Question 515 :
What Is Viewed As Problem Of Probabilistic Inference?

  1. Speech Recognition
  2. Speaking
  3. Hearing
  4. Utterance
  

Question 516 :
Which of the text parsing techniques can be used for noun phrase detection, verb phrase detection, subject detection, and object detection in NLP.

  1. Part of speech tagging
  2. Skip Gram and N-Gram extraction
  3. Continuous Bag of Words
  4. Dependency Parsing and Constituency Parsing
  

Question 517 :
Which one of the following models can not perform text classification

  1. Naive Bayes
  2. SVM
  3. K-means
  4. OLAP
  

Question 518 :
Which of these does not belong to CFG?

  1. Terminal Symbol
  2. Non terminal Symbol
  3. Start symbol
  4. End Symbol
  

Question 519 :
Stemming for the word cries is _____

  1. cry
  2. cries
  3. cri
  4. ies
  

Question 520 :
Where does the Hidden Markov Model is used?

  1. Speech recognition
  2. Understanding of real world
  3. Both Speech recognition - Understanding of real world
  4. Understanding of real world images
  

Question 521 :
She Got Her Trousers Shortened By One Inch. In This Statement, One Is Known As Which Type Of Reference In The Discourse Context?

  1. Generic Refernce
  2. Indefinite Reference
  3. Quantifier/Ordinal Refenece
  4. Demonstrative Reference
  

Question 522 :
Software designed for taking i/p data(text) and give structural representation of the input after checking the correct syntax or grammar is

  1. Compiler
  2. Parser
  3. Painter
  4. Easydraw
  

Question 523 :
Same Word Can Have Multiple Word Embeddings Possible With ____________?

  1. Glove
  2. Word2Vec
  3. Elmo
  4. Nltk
  

Question 524 :
which type of summarizer will be suitable for summarizing tweets about Covid19 ?

  1. Extractive
  2. Explorative
  3. Explanable
  4. Absolute
  

Question 525 :
What can words often be divided into?

  1. Morphemes
  2. Lexemes
  3. Paragraph
  4. Stem
  

Question 526 :
What is not the field of Natural Language Processing (NLP)?

  1. Computer Science
  2. Artificial Intelligence
  3. Linguistics
  4. building robot
  

Question 527 :
Correct rule to write noun phrase for the sentence 'The boy gave the girl a book'

  1. VP – Verb NP
  2. VP – Verb PP
  3. VP – NP PP
  4. VP – Verb NP NP
  

Question 528 :
In Nlp, Context Modeling Is Supported With Which One Of The Following Word Embeddings

  1. Word2Vec
  2. Glove
  3. Bert
  4. Spelling Correction
  

Question 529 :
The stem is not necessarily the linguistic root of the word.

  1. TRUE
  2. FALSE
  3. Can't say
  4. Random and unpredictable
  

Question 530 :
....................are the entities that have been previously introduced into the discourse.

  1. Anaphoras
  2. Cataphoras
  3. Pronouns
  4. derminers
  

Question 531 :
two forms with opposite meanings

  1. antonyms
  2. synonyms
  3. Metonymy
  4. hyponymy
  

Question 532 :
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 533 :
The German authorities said a ‘Colombian’ who had lived for a long time in the Ukraine flew in from Kiev. ‘He’ had 300 grams of plutonium 239 in his baggage.' is an example of which type of reference?

  1. Nominative Pronoun
  2. Oblique Pronoun
  3. Possessive Pronoun
  4. Reflexive Pronoun
  

Question 534 :
Reasoning about time can be facilitated by:

  1. Detection and normalization of temporal expressions.
  2. TimeBank Corpus
  3. Sequence Models
  4. Fixed set of slots
  

Question 535 :
Which of the following is TRUE about CRF (Conditional Random Field) and HMM (Hidden Markov Model)?

  1. CRF is generative model and HMM is discriminative model
  2. Both CRF and HMM are generative model
  3. CRF is discriminative model and HMM is generative model
  4. Both CRF and HMM are discriminative model
  

Question 536 :
When a referent is first mentioned in a discourse, we say that a representation for it is __________ into the model.

  1. created
  2. evoked
  3. accessed
  4. initiated
  

Question 537 :
Who is the father of NLP?

  1. Enjamin Bandler
  2. Richard Bandler
  3. Elijah Bandler
  4. Jon Bandler
  

Question 538 :
Semantic analysis doesn’t consist

  1. NER
  2. WSD
  3. NLG
  4. IP
  

Question 539 :
FST cannot work as _____________

  1. recognizer
  2. generator
  3. translator
  4. lexicon
  

Question 540 :
Which of the following word contains derivational as well as inflectional suffixes

  1. regularity
  2. carefully
  3. older
  4. availabilities
  
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