Natural Language Processing MCQ



Question 701 : The words that pronouns refer back to are called as __________.

  1. Antecedent
  2. Context
  3. Reference
  4. Speech act
  

Question 702 : A scheme where a weight is assigned to a term based upon the number of occurrences of the term within a document is called:

  1. Bag of Words
  2. Document Frequency
  3. Term Frequency
  4. Optimal weight
  

Question 703 : Which of the following is efficient representation of text data?

  1. Bag of Word
  2. TF-IDF
  3. Word Vector
  4. BERT
  

Question 704 : 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 705 : Which of the below are NLP use cases?

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

Question 706 : In the word "desirability" how many morpheme is present

  1. One
  2. Two
  3. Three
  4. Four
  

Question 707 : Stemming for the word cries is _____

  1. cry
  2. cries
  3. cri
  4. ies
  

Question 708 : The joint probability can be calculated using the ________

  1. conditional probability
  2. probability
  3. sentence
  4. word
  

Question 709 : Classifying email as a spam, labelling WebPages based on their content, voice recognition are the example of _____.

  1. Supervised learning
  2. Unsupervised learning
  3. Machine learning
  4. Deep learning
  

Question 710 : ___________ can also specify the results of processes described by utterances in a discourse.

  1. Pronouns
  2. demonstratives
  3. generics
  4. inferrables
  

Question 711 : Quora is an example of which type of question answering system

  1. Close
  2. Open
  3. Sub
  4. Aspect
  

Question 712 : 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 713 : 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 714 : Same Word Can Have Multiple Word Embeddings Possible With ____________?

  1. Glove
  2. Word2Vec
  3. Elmo
  4. Nltk
  

Question 715 : The statement “Which mobiles can you show me in your shop?” can be represented as

  1. N->Wh-NP Aux NP VP
  2. S->Wh-NP Aux NP NP
  3. S->Wh-VP Aux NP VP
  4. S->Wh-NP Aux NP VP
  

Question 716 : _____ is a process of assigning corresponding part of speech like noun, verb, adverb, adjective, verb to each word in a sentence.

  1. Part of speech tagging
  2. Name entity tagging
  3. Parsing
  4. Disambiguation
  

Question 717 : Has the coexistence of many possible related meanings for a word or phrase

  1. Hyponymy
  2. Polysemy
  3. Clines
  4. Contranyms
  

Question 718 : In Reference Resolution the entity that is referred is called as _________ .

  1. corefer
  2. referent
  3. anaphora
  4. subject
  

Question 719 : Push down automata accepts which language?

  1. Context sensitive language
  2. Context free language
  3. Recursive language
  4. Context Recursive language
  

Question 720 : Deciding Insurance premium of a car based on online customers reviews is an application of ______________________.

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

Question 721 : which one of the following is not Tools/Techniques that can be used with sentiment analysis

  1. SentiWordNet
  2. Latent semantic analysis
  3. Latent semantic analysis
  4. Abstractive analysis
  

Question 722 : CFG consist of

  1. Set of rules
  2. Set of productions
  3. Order of elements
  4. rules ,productions,order of element
  

Question 723 : Assume That There Are0000 Documents In A Collection. Out Of These, 50 Documents Contain The Terms “Difficult Task”. If “Difficult Task” Appears Times In A Particular Document, What Is The Tfidf Value Of The Terms For That Document?

  1. 8.11
  2. 15.87
  3. Zero
  4. 81.1
  

Question 724 : It is not part of text summarization on the basis of purpose

  1. Generic
  2. Domain-specific
  3. Query based
  4. Single document
  

Question 725 : Define pragmatics

  1. A subfield of linguistics and semiotics that studies the ways in which context contributes to meaning.
  2. Features that appear when we put sounds together in connected speech.
  3. Some definitions limit this to verbal communication that is not words.
  4. The process of syntax checking
  

Question 726 : "Linear sequnces of words are transformed into structure that show how the words are related to each other " is the part of _____ Analysis.

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

Question 727 : Which of these does not belong to CFG?

  1. Terminal Symbol
  2. Non terminal Symbol
  3. Start symbol
  4. End Symbol
  

Question 728 : Words 's', 'ly', 'er', 'ed' are examples of which morpheme

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

Question 729 : Which Of The Following Best Describes Grammar Induction?

  1. Supervised Learning Problem
  2. Conditional Random Field Problem
  3. Maximum-A-Posteriori (Map) Estimation Problem
  4. Unsupervised Learning Problem
  

Question 730 : 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 731 : 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 732 : ______ System consists of collection of grammar rules, dictionary, and software programs to process the rules.

  1. Direct translation
  2. Knowledge based Machine Translation
  3. Rule based translation
  4. Example Based translation
  

Question 733 : Which Technique Can Modify Root To A Word Of A Different Class

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

Question 734 : The effectiveness of an SVM depends upon:

  1. Selection of Kernel
  2. Kernel Parameters
  3. Soft Margin Parameter C
  4. Selection of Kernel & Kernel Parameters & Soft Margin Parameter C
  

Question 735 : How is the term "prototype" used in semantics?

  1. The prototype is the characteristic instance of a category, as in the case of "robin" being the clearest example, or prototype, of the category "bird" for many American English speakers.
  2. syntax; semantics; pragmatics
  3. antonyms; gradable and non-gradable
  4. a) The verb drink requires a subject with the feature [+animate] and the noun television has the feature [-animate]. b) The verb write requires a subject with the feature [+human] and the noun dog has the feature [-human].
  

Question 736 : In linguistic morphology _____________ is the process for reducing inflected words to their root form.

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

Question 737 : S → NP VP {DCL(NP.sem(VP.sem))}

  1. Imperative statement
  2. Declarative statement
  3. Yes or No Question
  4. Wh questions like who which etc
  

Question 738 : Most tagging algorithms fall into one of two classes _________ & __________

  1. Rule based tagger, Stochastic tagger
  2. Graph based tagger, Stochastic tagger
  3. Rule based tagger, semantic tagger
  4. Pragmatic tagger, Stochastic tagger
  

Question 739 : Natural Language Processing can be divided into two su.bfields of

  1. syntax and semantics
  2. generation and understanding
  3. derivation and inflection
  4. text and speech
  

Question 740 : How many different lexemes are there in the following list?man, men, girls, girl, mouse

  1. 1
  2. 2
  3. 3
  4. 4
  

Question 741 : The ratio of observed frequency of a particular sequence to the observed frequency of a prefix is:

  1. Normalized Frequency
  2. Relative Frequency
  3. Maximum Likelihood Estimation
  4. Markov Frequency
  

Question 742 : Knowledge of the relationship of meaning to the goals and intentions of the speaker is ________

  1. Morphology
  2. Semantics
  3. Pragmatics
  4. Discourse
  

Question 743 : While Working With Text Data Obtained From News Sentences, Which Are Structured In Nature, Which Of The Grammar-Based Text Parsing Techniques Can Be Used For Noun Phrase Detection, Verb Phrase Detection, Subject Detection And Object Detection.

  1. Part Of Speech Tagging
  2. Dependency Parsing And Constituency Parsing
  3. Skip Gram And N-Gram Extraction
  4. Continuous Bag Of Words
  

Question 744 : In the case of Search Engine Optimization, ................. NLP technique can be used

  1. Machine Transltion
  2. Question Ansering System
  3. Text summarization
  4. Sentiment Analysis
  

Question 745 : Which is not an example of stop word?

  1. a
  2. is
  3. an
  4. good
  

Question 746 : 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 747 : In the sentence " I made her duck." Here the word "make" is

  1. semantically ambiguous
  2. syntactically ambiguous
  3. morphologically ambiguous
  4. not ambiguous
  

Question 748 : What do you by Sequence Learning?

  1. Sequence learning is a method of only teaching in a logical manner
  2. Sequence learning is a method of teaching and learning in a logical manner.
  3. All of the mentioned
  4. None of the mentioned
  

Question 749 : Who is the father of NLP?

  1. Enjamin Bandler
  2. Richard Bandler
  3. Elijah Bandler
  4. Jon Bandler
  

Question 750 : A web server communicates with a client (browser) using which protocol:

  1. HTML
  2. HTTP
  3. FTP
  4. Telnet