Natural Language Processing (NLP) MCQ's




Question 481 :
What are the possible input of an NLP system?

  1. Speech and noise
  2. Speech ,scan document and Written Text
  3. Noise and Written Text
  4. Noise and value
  

Question 482 :
Following are the basic regular expression patterns, which one is incorrect pattern?

  1. Disjunction
  2. Caret
  3. Ranges
  4. Conjunction
  

Question 483 :
HMM is used in __________ phase of NLP.

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

Question 484 :
The performance of an utterance and its meaning

  1. positive face
  2. perlocutionary act
  3. locutionary act
  4. illocutionary act
  

Question 485 :
He lifted the beetle with red cap. contain which type of ambiguity ?

  1. Lexical ambiguity
  2. Syntax Level ambiguity
  3. Referential ambiguity
  4. Sentiment analysis
  

Question 486 :
What is morpheme?

  1. Set of words with grammar.
  2. Smallest linguistic unit with grammatical function.
  3. Set of rules.
  4. Smallest sentence with syntax.
  

Question 487 :
John has a cat and Mary has a rabbit. They play with them all the time. Identify the reference resolution problem in the above statement

  1. Generics
  2. Discontinuous sets
  3. Inferrables
  4. one anaohora
  

Question 488 :
What is Syntax Analysis?

  1. This only abstracts the dictionary meaning or the real meaning from the given context.
  2. This component transfers linear sequences of words into structures. It shows how the words are associated with each other.
  3. It deals with the overall communicative and social content and its effect on interpretation. It means abstracting or deriving the meaningful use of language in situations.
  4. It focuses about the proper ordering of words which can affect its meaning. This involves analysis of the words in a sentence by following the grammatical structure of the sentence. The words are transformed into the structure to show how the words are related to each other.
  

Question 489 :
Stop words are-

  1. words that frequently found in a document
  2. long sound words
  3. words that are not important for text wrapping
  4. Creating a set repeting words
  

Question 490 :
For HMM Model, with N hidden states, V observable states, what is the dimension of State Transition Probability Matrix

  1. N×V
  2. N×1
  3. N×N
  4. 1For HMM Model, with N hidden states, V observable states, what is the dimension of Emission Probability ×N
  

Question 491 :
Which is standard notation for characterizing text sequences?

  1. Regular expression
  2. Syntatic expression
  3. Semantic expression
  4. Specific expression
  

Question 492 :
What Type Of Ambiguity Exists In The Word Sequence 'Time Flies'?

  1. Syntactic
  2. Semantic
  3. Phonological
  4. Anaphoric
  

Question 493 :
Homophones for the word piece

  1. Peace
  2. Conflict
  3. Noise
  4. Irritation
  

Question 494 :
He finished the show very well. What is part of speech of underlined word?

  1. Noun
  2. Adjective
  3. Adverb
  4. Preposition
  

Question 495 :
A list of place names, often providing millions of entries for locations with detailed geographical and political information is called as:

  1. Encyclopaedia
  2. Dictionary
  3. Corpora
  4. Gazetteer
  

Question 496 :
The area of AI that investigates methods of facilitating communication between people and computers is:

  1. natural language processing
  2. symbolic processing
  3. decision support
  4. robotics
  

Question 497 :
For Hate Speech Detection from facebook messages __________NLP technique can be used.

  1. Text Classification
  2. Information Retrieval
  3. Information Summairzation
  4. Information Indexing
  

Question 498 :
In an HMM, observation likelihoods measure

  1. The likelihood of a POS tag given a word
  2. The likelihood of a POS tag given the preceding tag
  3. The likelihood of a word given a POS tag
  4. The likelihood of a POS tag given two preceding tags
  

Question 499 :
An anaphoric reference...

  1. Helps the text make sense
  2. Links forward to another part of the text
  3. Refers back to another part of the text
  4. Give us information about time and place
  

Question 500 :
Which of the following includes major tasks of NLP?

  1. Automatic Summarization
  2. Discourse Analysis
  3. Machine Translation
  4. Automatic Summarization - Discourse Analysis - Machine Translation
  

Question 501 :
Which of the following is the fastest logic ?

  1. TTL
  2. ECL
  3. CMOS
  4. LSI
  

Question 502 :
Which approach is used for spelling error detection and correction

  1. Script Validation
  2. Tokenization
  3. N-gram
  4. Filteration
  

Question 503 :
_____used to point to things (it, this, these) and people (him, them, those idiots) (__>We built __>this city on rock and roll.)

  1. Partial deixis
  2. Pragmatics
  3. Temporal deixis
  4. Personal deixis
  

Question 504 :
Which phrases are examples of anaphora in the following passage?Now let us fight to fulfil that promise! Let us fight to free the world - to do away with national barriers - to do away with greed, with hate and intolerance. Let us fight for a world of reason, a world where science and progress will lead to all men’s happiness.

  1. let us fight
  2. to do away with
  3. all men’s happiness
  4. both let us fight and to do away with
  

Question 505 :
To automat HR recruitment process ________type of NLP application will be suitable.

  1. Question Answering System
  2. Machine Transltion
  3. Sentiment Analysis
  4. NER
  

Question 506 :
Typically the first or preliminary model of something, especially from which other forms are developed; helps explain the meaning of certain words e.g. (furniture__>desk, table) is called as_________

  1. Prototype
  2. Metonymy
  3. Hyponym
  4. Homonyms
  

Question 507 :
Given A Sequence Of Observations And A Hmm Model, Which Of The Following Fundamental Problems Of Hmm Finds The Most Likely Sequence Of States That Produced The Observations In An Efficient Way?

  1. Evaluation Problem
  2. Likelihood Estimation Problem
  3. Decoding Problem
  4. Learning Problem
  

Question 508 :
Stochastic tagger also known as….........

  1. HM tagger
  2. RMM tagger
  3. HMM tagger
  4. Super tagger
  

Question 509 :
HMMs are limited to only ________ states and only take into account the last known _____.

  1. Complete, Value
  2. Unobserved, Variable
  3. Hidden, Attribute
  4. Discrete, State
  

Question 510 :
What is Morphological Segmentation?

  1. Does Discourse Analysis
  2. Separate words into individual morphemes and identify the class of the morphemes
  3. Is an extension of propositional logic
  4. generate language
  
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