Natural Language Processing (NLP) MCQ's




Question 541 :
Which among the following is one of the stages in NLP pipeline?

  1. Sentiment Analysis
  2. Tokenization
  3. Spell Checking
  4. Syntax Analysis
  

Question 542 :
Which of the following is not correct with respect to Word Sense Disambiguation (WSD)

  1. It offers sense definitions of words
  2. Identifies synsets of synonyms
  3. Defines a number of semantic relations
  4. It’s not free
  

Question 543 :
Buffalo buffalo Buffalo buffalo buffalo buffalo Buffalo buffalo Identify the ambiguity

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

Question 544 :
Identify correct POS for a given sentence I am a boxer

  1. DET aux. verb DET NN
  2. PRP aux. verb DET PRP
  3. NN verb DET NN
  4. PRP aux. verb DET NN
  

Question 545 :
Which Of The Following Statement Is(Are) True For Word2Vec Model?

  1. The Architecture Of Word2Vec Consists Of Only Two Layers – Continuous Bag Of Words And Skip-Gram Model
  2. Continuous Bag Of Word (Cbow) Is A Recurrent Neural Network Model
  3. Cbow And Skip-Gram Are Shallow Neural Network Models
  4. Convolutional Neural Networks
  

Question 546 :
One of the main challenges of NLP Is _____________.

  1. Handling Ambiguity of Sentences
  2. Handling Tokenization
  3. Handling POS-Tagging
  4. All of the mentioned
  

Question 547 :
Tf-Idf Helps You To Establish?

  1. Most Frequently Occurring Word In The Document
  2. Most Important Word In The Document
  3. Most Important Sentence In The Document
  4. Most Frequently Occurring Sentence In The Document
  

Question 548 :
___ are created when the constituents within the sentence describe the role of the entities (We look at the NP in a sentence to see who/what is creating the action in the VP); found in each sentence

  1. Semantic Analysis
  2. Semantics
  3. Syntactic features
  4. Semantic Roles
  

Question 549 :
Tool, instrument, implement, organ, utensil __is example of ______

  1. Homonym
  2. Antonym
  3. Hyponymy
  4. Synonymy
  

Question 550 :
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 551 :
Which would definitely be rejected by the English syntactic analyzer?

  1. Rahul is going to school
  2. Rahul is Coming from School
  3. Rahul is in the school
  4. The Rahul the go to the school
  

Question 552 :
Sentiment analysis is also known as ____

  1. Opinion mining
  2. Data mining
  3. Text Analysis
  4. Automatic Summerization
  

Question 553 :
Which of the following techniques is most appropriate to the process of word normalization

  1. Stemming
  2. Lemmatization
  3. Stop word removal
  4. Rooting
  

Question 554 :
Which of the following features cannot be used for accuracy improvement of a classification model?

  1. Part of Speech Tag
  2. Dependency Grammar
  3. Vector Notation of sentence
  4. Linear regression
  

Question 555 :
Inferrables, discontinuos sets, generics are the three types of referents that complicate the _________ problem.

  1. Word sense disambiguation
  2. discourse
  3. reference resolution
  4. pragmatics
  

Question 556 :
In CFG,terminals mainly correspond to ...............while pre-terminals mainly correspond to ........

  1. Characters in the langauge, POS tags
  2. Words in the language, POS categories
  3. Words in the language,word relations
  4. Lexemes, POS Tags
  

Question 557 :
How many DFA’s exits with two states over input alphabet {0,1} ?

  1. 16
  2. 26
  3. 32
  4. 64
  

Question 558 :
_____________________ is a group of words that may behave as a single unit or phrase.

  1. Constituency
  2. Grammatical Relation
  3. Sub-categorization
  4. Dependancies
  

Question 559 :
Semantic Analysis Is Concerned With

  1. Meaning Representation Of Linguistic Inputs
  2. Antonyms Of Linguistic Inputs
  3. Syntax Representation Of Linguistic Inputs
  4. Meaning Representation Of Programming Language Inputs
  

Question 560 :
In this technique, content is extracted from the original data,but the extracted content is not modified in any way

  1. Extraction-based summarization
  2. Abstraction-based summarization
  3. Aided summarization
  4. Keyphrase extraction
  

Question 561 :
What is anaphora?

  1. repetition of a phrase at the end of sentences
  2. repetition of a phrase at the beginning of sentences
  3. repetition of a phrase in the middle of sentences
  4. repetition of a phrase in a direct row
  

Question 562 :
Which Among The Following Is Important Component Of Natural Language Processig?

  1. Representation
  2. Description
  3. Exposion
  4. Narration
  

Question 563 :
Which of the below are NLP use cases?

  1. Detecting objects from an image
  2. Facial Recognition
  3. Text Summarization
  4. Speech Biometric
  

Question 564 :
Which is not a POS tagging approaches

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

Question 565 :
It uses statistical methods to resolve some of the difficulties in symbolic approach. It does this by harnessing various mathematical techniques and often using large text corpora to develop approximately generalized models of linguistic phenomena based on actual examples.

  1. Convolutional Neural Networks
  2. Rule based Approach
  3. Corpus based.
  4. Statistical Approach
  

Question 566 :
the entity that performs the action; can be human or non-human (__>The boy kicked the ball.)

  1. agent
  2. source
  3. instrument
  4. hyponym
  

Question 567 :
Which is not an example of stop word?

  1. a
  2. is
  3. an
  4. good
  

Question 568 :
Performance metric for classifier doesn't include

  1. Accuracy
  2. Precision
  3. Recall
  4. Average
  

Question 569 :
For understanding semantic relation between terms which type of technique used?

  1. Supervised learning
  2. Clustering technique
  3. Ontology based classification
  4. Unsupervised learning
  

Question 570 :
Alice was beginning to get very tired of sitting by her sister on the bank, and of having nothing to do: once or twice she had peeped into the book her sister was reading, but it had no pictures or conversations in it, `and what is the use of a book,' thought Alice `without pictures or conversation?' Which among the options is NOT a coreferrring expression?

  1. Alice, her
  2. Alice, she
  3. Book, her
  4. Book, it
  
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