NLP Natural Language Processing MCQ's




Question 181 :
Mercedes is a ___ of luxury.

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

Question 182 :
When Training A Language Model, If We Use An Overly Narrow Corpus, The Probabilities

  1. Don’T Reflect The Task
  2. Reflect All Possible Wordings
  3. Reflect Intuition
  4. Don’T Generalize
  

Question 183 :
Which Application Of Nlp Allows Querying A Structured Database Using Natural Language Sentences?

  1. Speech Recognition
  2. Natural Language Interfaces To Db
  3. Information Extraction
  4. Information Retrieval
  

Question 184 :
The process of assigning tags or categories to text according to its content is called

  1. Sentiment Analysis
  2. Text Summarization
  3. Information Retrival
  4. Text classification
  

Question 185 :
Which are the consonants in a given string? 'SYZYGEO'

  1. S, Z, G
  2. Y, E
  3. Y, O
  4. S, Y, O, Z, G
  

Question 186 :
Closed classes of POS are those with relatively fixed membership

  1. Yes
  2. No
  3. Cannot Say
  4. May be yes
  

Question 187 :
Sunder Pichal is the CEO of Google having headquarter in California , How many named entities exist in above sentence

  1. 4
  2. 2
  3. 3
  4. 1
  

Question 188 :
What is the main challenge/s of NLP?

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

Question 189 :
In CFG, Each rule has a __________side

  1. Right hand only
  2. Left hand only
  3. Right hand and left hand
  4. Sub hand
  

Question 190 :
Results from a search engine that are based upon the retrieval of items using a method of term weighting such as cosine similarity is a form of:

  1. Sponsored Search
  2. Algorithmic Search
  3. Informational Search
  4. Navigational Search
  

Question 191 :
Parts of speech can be divided into two broad supercategories, one supercategories is

  1. Sub Class
  2. Open Class
  3. Join Class
  4. Empty Class
  

Question 192 :
Syntactical analysis is done at ______________ level

  1. Sentence
  2. Word
  3. Lexicon
  4. Symbol
  

Question 193 :
Summarization which creates new phrases paraphrasing the original source.

  1. Extraction-based
  2. Abstraction-based
  3. Auto-correct
  4. None
  

Question 194 :
Which of the options is not a NLP application?

  1. Sentiment analysis
  2. Translation from English to French
  3. Translation from C++ to Java
  4. Named entity recognition
  

Question 195 :
Which Application Of Nlp Refers To Automatic Production Of Speech (Utterance Of Natural Language Of Sentences)?

  1. Speech Recognition
  2. Machine Translation
  3. Speech Synthesis
  4. Information Retrieval
  

Question 196 :
Car is a ______ of vehical.

  1. Antonym
  2. Hypernym
  3. Hypernym
  4. Hyponym
  

Question 197 :
Parrot ate the guava as it was ripe Identify the ambiguity

  1. Noun resolutionx
  2. Adjective resolution
  3. Verb resolution
  4. Pronoun resolution
  

Question 198 :
What is not the field of Natural Language Processing (NLP)?

  1. Computer Science
  2. Artificial Intelligence
  3. Linguistics
  4. Economics
  

Question 199 :
Given a sound clip of a person or people speaking, determine the textual representation of the speech.

  1. Text-to-speech
  2. Speech-to-text
  3. Text Summarization
  4. Text Classification
  

Question 200 :
Inferrables, discontinuos sets and ______ are the three types of referents that complicate the reference resolution problem.

  1. Indefinite Noun phrases
  2. demonstratives
  3. one anaphora
  4. generics
  

Question 201 :
____ use hand-written rules to identify the correct tag

  1. Stochastic POS tagging
  2. Rule based POS tagging
  3. Transformation based Tagging
  4. Fuzzy logic based Tagging
  

Question 202 :
According to Austin, speech acts are direct when

  1. the locutionary and perlocutionary acts coincide
  2. the locutionary and illocutionary acts coincide
  3. When no act coincide
  4. the illocutionary and perlocutionary acts coincide
  

Question 203 :
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. If we are using the Laplace smoothing, which of the following is PLaplace('fork')?

  1. 15/350
  2. 16/370
  3. 30/350
  4. 31/370
  

Question 204 :
Which is the correct order for preprocessing in Natural Language Processing?

  1. tokenization->stemming->lemmatization
  2. lemmatization->tokenization->stemming
  3. stemming->tokenization->lemmatization
  4. tokenization->lemmatization->stemming
  

Question 205 :
How many noun phrases are there in the following sentence , The thief robbed the apartment?

  1. 1
  2. 2
  3. 3
  4. 4
  

Question 206 :
The process of understanding the meaning and interpretation of words, signs and sentence structure is called as ________________.

  1. Tokenization
  2. Lexical Analysis
  3. Semanitc Analysis
  4. Sentiment Analysis
  

Question 207 :
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 208 :
Which token of the following is lemmatized correctly by the rule given? (X) –sses ® -ss (X) –ies ® -i (X) –ss ® -ss (X) –s ® ϵ

  1. Buses
  2. Dogs
  3. Dog
  4. Courses
  

Question 209 :
What Can Be Called As The Knowledge Of What Has Been Said Earlier

  1. Situational Context
  2. Background Knowledge
  3. Co-Textual Context
  4. Operational Knowledge
  

Question 210 :
For Research Article recommendation system ___________ NLP application can be used.

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