Natural Language Processing (NLP) MCQ's




Question 511 :
Which one of the following is type of spelling errors?

  1. Sentence errors
  2. Non-word errors
  3. Non-cognitive errors
  4. Syntax errors
  

Question 512 :
Words 's', 'ly', 'er', 'ed' are examples of which morpheme

  1. Prefix
  2. Bound
  3. Free
  4. Suffix(eg- clears, clearly, clearer, cleared)
  

Question 513 :
What does Fr[ea]nc[eh]$ does not match?

  1. France
  2. Sino-French
  3. Frence
  4. Franc
  

Question 514 :
Nouns, Verbs, Adjectives, Adverbs belong to ____ class type in POS

  1. Join Class
  2. Open Class
  3. Sub Class
  4. Closed class
  

Question 515 :
Named entity recognition is a technqiue to locate and classify __________ entities in unstructured text.

  1. Proper Nouns
  2. Verb
  3. Adjective
  4. Preposition
  

Question 516 :
What is the term frequency of a term which is used a maximum number of times in that document?

  1. t4 – 2/6
  2. t1 – 2/6
  3. t3 – 3/6
  4. t6 – 2/5
  

Question 517 :
Consider the statement: Ban on dancing on Governor's desk. would be interpreted as:

  1. (Ban (on dancing)) (on Governor's desk)
  2. (Ban on ((dancing) on Governor's desk)
  3. (Ban (on dancing on Governor's desk))
  4. (Ban on (dancing ) on ((governor’s)) desk)
  

Question 518 :
Headlines in newspaper: Stolen gems found by Caves

  1. Anaphoric Ambiguity
  2. Lexical Ambiguity
  3. Syntax Ambiguity
  4. Unknown Ambiguity
  

Question 519 :
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 520 :
Which of the following models can be estimated by maximum likelihood estimator?

  1. Support Vector Machines
  2. Maximum Entropy Model
  3. k Nearest Neighbor
  4. Naive Bayes.
  

Question 521 :
Following property is of - .This POS tagging is based on the probability of tag occurring

  1. Rule based Tagging
  2. Stochastic Tagging
  3. Rule based Tagging and Stochastic Tagging
  4. Neither Rule based Tagging nor Stochastic Tagging
  

Question 522 :
The statement Indirect speech acts are when there is no coincidence between the type of illocutionary act and the syntactic structure of the message, means that:

  1. The intention is not explicitly expressed in the message
  2. The intention is expressed in the message
  3. The act is expressed in intention
  4. The intention is expressed as the act.
  

Question 523 :
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 524 :
When we encounter two or more words with the same form and related meanings, we have what is known as ______

  1. Hyponymy
  2. Polysemy
  3. Homonyms
  4. Source
  

Question 525 :
Select the correct statements related to Grammatical polarity

  1. The grammatical category associated with affirmative and negative is called polarity
  2. The process of converting affirmative to negative is called negation
  3. All of the mentioned
  4. None of the mentioned
  

Question 526 :
Many words have more than one meaning; we have to select the meaning which makes the most sense in context. This can be resolved by ____________

  1. Fuzzy Logic
  2. Word Sense Disambiguation
  3. Shallow Semantic Analysis
  4. All of the mentioned
  

Question 527 :
I Bought A Printer Today. The Printer Didn'T Work Properly. What Type Of Reference In The Discourse Context Is Done In This Statement?

  1. Definite Refernce
  2. Indefinite Reference
  3. Pronominal Refenece
  4. Demonstrative Reference
  

Question 528 :
We always play football after work. Which is a prepositional phrase?

  1. Always play football
  2. After work
  3. Always play
  4. Football after
  

Question 529 :
Which is not the component of logical expression in predicate logic

  1. Predicates
  2. Connectives
  3. Quantifiers
  4. Identifiers
  

Question 530 :
Porter Stemmer has ______ rules

  1. 3
  2. 5
  3. 7
  4. 4
  

Question 531 :
Sentiment analysis is the interpretation and classification of ______ emotions within text data using text analysis techniques

  1. positive
  2. negative
  3. neutral
  4. All positive,negative and neutral
  

Question 532 :
Mercedes is a ___ of luxury.

  1. Homonym
  2. Antonyms
  3. Synonyms
  4. Taxonomy
  

Question 533 :
In filtration process

  1. Special characters are removed from Devanagari script
  2. Stop word are removed
  3. Stemming is performed
  4. Bottom up parser is applied
  

Question 534 :
Our interpretation of the meaning of the sign is not based solely on the ___, but on what we think the writer intended to communicate.

  1. Anaphora
  2. Words
  3. Face
  4. Context
  

Question 535 :
Which Technique Can Modify Root To A Word Of A Different Class

  1. Derivational Morphology
  2. Word Sense Disambiguity
  3. Entropy
  4. Semantics
  

Question 536 :
Which of the following is not true input for the NLP?

  1. Image
  2. Text
  3. Types input
  4. Speech
  

Question 537 :
Which type of semantics is concerned with how words combine to form larger meanings

  1. Compund Semantics
  2. Compositional semantics
  3. Lexical semantics
  4. Word Semantics
  

Question 538 :
What is full form of NLU?

  1. Nature Language Understanding
  2. Natural Long Understanding
  3. Natural Language Understanding
  4. Natural Language Understudy
  

Question 539 :
It is not example of text summaries

  1. Headlines
  2. Outlines
  3. Digest
  4. Corpus
  

Question 540 :
N-Gram language models cannot be used for ____-.

  1. Spelling Correction
  2. Predicting the completion of a sentence
  3. Removing semantic ambiguity
  4. Speech Recognition
  
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