Natural Language Processing (NLP) MCQ's




Question 571 :
In which method parts of the documents are labeled and other parts are not labeled during text categorization

  1. Supervised learning method
  2. Unsupervised learning method
  3. Semi-supervised learning method
  4. Sub-supervised learning method
  

Question 572 :
What type of relation exist between the words meet and meat?

  1. Homophones
  2. Hyponym
  3. Co-hyponyms
  4. Homonyms
  

Question 573 :
What is the right order for a text classification model components 1. Text cleaning 2. Text annotation 3. Gradient descent 4. Model tuning 5. Text to predictors

  1. 12345
  2. 13425
  3. 12534
  4. 13452
  

Question 574 :
Which Of The Following Is Used To Mapping Sentence Plan Into Sentence Structure?

  1. Text Planning
  2. Sentence Planning
  3. Text Realization
  4. Cosine Similarity
  

Question 575 :
For e.g. Before she purchased it, Mary checked warranty card of the product. In the context of pronoun, this is the example of

  1. Cataphora
  2. Bound
  3. Free
  4. Random
  

Question 576 :
the study of the meaning of words, phrases, and sentences (meaning in a language)

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

Question 577 :
Following property is of -____________These taggers are knowledge-driven taggers

  1. Rule Based Tagging
  2. Stochastic tagging
  3. HMM POS Tagging
  4. Transformation-based Tagging
  

Question 578 :
Which of the following is not correct with respect to levels of semantic analysis?

  1. Word level
  2. Character level
  3. Sentence level
  4. Utterance level
  

Question 579 :
Spam E-mail detection is __________________

  1. Text Summarization system
  2. Text Categorization System
  3. Sentiment analysis System
  4. Machine Translation System
  

Question 580 :
NLP Stands for.

  1. Natural Language Protocol
  2. Natural Lingual Protocol
  3. Natural Lingual Processing
  4. Natural Language Processing
  

Question 581 :
Which Historical event is related to NLP

  1. First World War
  2. Second World War
  3. American Revolution
  4. French Revolution
  

Question 582 :
In linguistic morphology, _____________ is the process for reducing inflected words to their root form.

  1. Rooting
  2. Stemming
  3. Text-Proofing
  4. Proofing
  

Question 583 :
Which Of The Following Architecture Can Be Trained Faster And Needs Less Amount Of Training Data

  1. Lstm Based Language Modelling
  2. Transformer Architecture
  3. Word Sense Disambiguation
  4. N-Grams
  

Question 584 :
What Is The Number Of Trigrams In A Normalized Sentence Of Length N Words?

  1. N
  2. N-1
  3. N-2
  4. N-3
  

Question 585 :
What is the main challenge/s of NLP?

  1. Handling Ambiguity of Sentences
  2. Handling Tokenization
  3. Handling POS-Tagging
  4. parsing
  

Question 586 :
Which of these techniques is used for normalization in text mining?

  1. Rooting
  2. Stop words removal
  3. Removing stopwords
  4. Text wrapping
  

Question 587 :
Which Of The Following Is An Nlp Task That Involves Determining All Referring Expressions That Point To The Same Real-World Entity?

  1. Coreference Resolution
  2. Named Entity Recognition
  3. Information Extraction
  4. Stop Word
  

Question 588 :
If your training loss increases with number of epochs, which of the following could be a possible issue with the learning process?

  1. Regularization is too low and model is overfitting
  2. Regularization is too high and model is underfitting
  3. Step size is too large
  4. Step size is too small
  

Question 589 :
PROLOG, LISP, NLP are the language of

  1. Artificial Intelligence
  2. Machine Learning
  3. Internet of Things
  4. Deep Learning
  

Question 590 :
Which of the following NLP tasks use sequential labeling technique?

  1. POS tagging
  2. Named Entity Recognition
  3. Speech recognition
  4. All of the above
  

Question 591 :
e.g. 'do', 'eat', 'go' are examples of which type of verb

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

Question 592 :
Economy is called a ___, a higher level term for hero and tata

  1. Prototype
  2. Experiencer
  3. Superordinate terms
  4. Superordinate
  

Question 593 :
In Nlp, The Process Of Identifying People, An Organization From A Given Sentence, Paragraph Is Called

  1. Stemming
  2. Lemmatization
  3. Stop Word Removal
  4. Named Entity Recognition
  

Question 594 :
Class of methods that induces a classifier from manually sense-tagged text using machine learning techniques.

  1. Supervised WSD
  2. unsupervised WSD
  3. Semi-supervised WSD
  4. Normal WSD
  

Question 595 :
What could possibly be the environment of a Satellite Image Analysis System?

  1. Computers in space and earth
  2. Image categorization techniques
  3. Statistical data on image pixel intensity value and histograms
  4. All of the mentioned
  

Question 596 :
What is significance of caret ^ in regular expression?

  1. If [ab ^ cd] means ' a or b ^ c and d'.
  2. If [^A-Z] means all uppercase nothing negated.
  3. If caret is first symbol after the open square brace '[' then resulting pattern is negated.
  4. If [^a-b] means all lowercase nothing negated.
  

Question 597 :
Which of the following is NOT an example of a typical discourse structure?

  1. narratee
  2. list
  3. narrative
  4. question-answer
  

Question 598 :
You better go to the clinic, is which type of speech act?

  1. Commissives
  2. Directives
  3. Declarations
  4. Representatives
  

Question 599 :
When Spelling Changes Upon Combination Of Words Added, Belong To Which Type Of Rule?

  1. Orthographic Rules
  2. Grammer Rules
  3. Bound Morpheme
  4. Free Morpheme
  

Question 600 :
two or more words with the same form and related meanings by extension (foot of a person, of a bed, of a mountain); based on similarity

  1. Metonymy
  2. hyponymy
  3. polysemy
  4. hyponym
  
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