Natural Language Processing MCQ



Question 401 : when two or more different (written) forms have the same pronunciation (bare/bear)

  1. hyponymy
  2. hyponym
  3. homonyms
  4. homophones
  

Question 402 : 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 403 : Both _____ and finite-state automata can be used to describe regular languages

  1. Language model
  2. Deterministic Finite Automata
  3. Regular expressions
  4. Finite State Translators (FSTs)
  

Question 404 : Which is not one of the four frequently used meaning representations

  1. First Order Predicate Calculus (FOPC)
  2. Syntatic Network
  3. Semantic Network
  4. Conceptual Dependency diagram
  

Question 405 : Ambiguity cannot occurs in

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

Question 406 : 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 407 : A Network With Named Nodes And Labeled Arcs That Can Be Used To Represent Certain Natural Language Grammars To Facilitate Parsing.

  1. Tree Network
  2. Star Network
  3. Transition Network
  4. Complete Network
  

Question 408 : Which of these is NOT a feature of pragmatics?

  1. Cultural references
  2. Use of humour and irony
  3. Assumptions about audiences
  4. Cohesion
  

Question 409 : "She Got Her Trousers Shortened By One Inch". In This Statement, "One" Is Known As Which Type Of Reference In The Discourse Context?

  1. Generic Refernce
  2. Indefinite Reference
  3. Quantifier/Ordinal Refenece
  4. Demonstrative Reference
  

Question 410 : How many noun phrases are there in the following sentence ," The thief robbed the apartment"?

  1. 1
  2. 2
  3. 3
  4. 4
  

Question 411 : The Boy Said To Girl , " Call Me A Cab", Girl Said "Ok You Are A Cab!",Which Type Of Ambiguity Do You Experience In Thi

  1. Syntactic Ambiguity
  2. Semantic Ambiguity
  3. Anaphoric Ambiguity
  4. Disclosure Ambiguity
  

Question 412 : is used to remove the suffixes from an English word and obtain its stem which becomes very useful in the field of Information Retrieval (IR).

  1. HMM Stemmer
  2. Porter Stemmer
  3. Markov Stemmer
  4. Bert Stemmer
  

Question 413 : Which of the following NLP problems can not be solved with Hidden Markov Model (HMM)?

  1. POS tagging
  2. Speech recognition
  3. Spelling correction
  4. Stemming
  

Question 414 : Spam E-mail detection is __________________

  1. Text Summarization system
  2. Text Categorization System
  3. Sentiment analysis System
  4. Machine Translation System
  

Question 415 : Which Of The Following Technique Is Not A Part Of Flexible Text Matching?

  1. Soundex
  2. Metaphone
  3. Edit Distance
  4. Keyword Hashing
  

Question 416 : What Includes Cultural Knowledge And Interpersonal Knowledge

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

Question 417 : Distance measure used to calculate semantic similarity between words is ____

  1. Cosine Similarity
  2. Manhattan Distance
  3. Euclidean Distance
  4. Levenshtein Distance
  

Question 418 : Regular expressions are

  1. case neutral
  2. case sensitive
  3. case exclusive
  4. Depends on the expressions
  

Question 419 : Which is not the component of logical expression in predicate logic

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

Question 420 : "Excuse Me. You Are Standing On My Foot." This Sentence Is Not Just Plain Assertion; It Is A Request To Someone To Get Off Your Foot. Is An Example Of?

  1. Discourse Analysis
  2. Word Level Analysis
  3. Semantic Analysis
  4. Syntax Analysis
  

Question 421 : two or more words with the same form and related meanings by extension (foot of a person, of a bed, of a mountain); based on similarity

  1. Metonymy
  2. Hyponymy
  3. Polysemy
  4. Hyponym
  

Question 422 : "Yesterday I went to college" contains __________type of deixis.

  1. Personal
  2. Time
  3. Social
  4. Space
  

Question 423 : Which of the following is correct example of stem “replayed”?

  1. Replay
  2. Play
  3. Played
  4. Replayed
  

Question 424 : What is the major difference between CRF (Conditional Random Field) and HMM (Hidden Markov Model)?

  1. CRF is Generative whereas HMM is Discriminative model
  2. CRF is Discriminative whereas HMM is Generative model
  3. Both CRF and HMM are Generative model
  4. Both CRF and HMM are Discriminative model
  

Question 425 : In Nlp, Context Modeling Is Supported With Which One Of The Following Word Embeddings

  1. Word2Vec
  2. Glove
  3. Bert
  4. Spelling Correction
  

Question 426 : Which of the following example is the type of free morphemes?

  1. Dog
  2. Un-(unhappy)
  3. Re-(Reschedule)
  4. -y(smiley)
  

Question 427 : Following property is of -____________These taggers are knowledge-driven taggers

  1. Rule Based Tagging
  2. Stochastic tagging
  3. HMM POS Tagging
  4. Transformation-based Tagging
  

Question 428 : In English language derivational morphemes can be.

  1. Prefixes,infixes and sufixes
  2. Prefixes and sufixes
  3. Prefixes only.
  4. Sufixes only
  

Question 429 : Word- Bass - as pitch Word- Bass as fish are

  1. Homophones
  2. Homograph
  3. Synonyms
  4. Antonyms
  

Question 430 : FSA define .................. while FST define .............

  1. Regular language, Regular language
  2. Regular relation, Regular language
  3. Regular language, Regular relation
  4. Regular relation, Regular relation
  

Question 431 : two forms with opposite meanings

  1. antonyms
  2. synonyms
  3. Metonymy
  4. hyponymy
  

Question 432 : Components of NLP?

  1. NLU,NLG
  2. NL simutator, NL analyser,NL scripting
  3. LR-Translator,LR-parser
  4. NLB-simulator, NLB-aquatiser
  

Question 433 : The relatedness of polysemy is essentially based on similarity. ___ is using one to refer to the other.

  1. Synonyms
  2. Metonymy
  3. Antonyms
  4. Hyponym
  

Question 434 : How does the state of the process is described in HMM?

  1. a)Literal
  2. b)Single random variable
  3. c)Single discrete random variable
  4. d)Literal and Single random variable
  

Question 435 : _____________ is as a machine that reads one string and generates another

  1. FSA
  2. FST
  3. FSM
  4. FSI
  

Question 436 : In The English Language Derivational Morphemes Can Be.

  1. Prefixes And Suffixes
  2. Suffix Only
  3. Prefix Only
  4. Any Word
  

Question 437 : _____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 438 : 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
  

Question 439 : One of the important factors for accurate machine translation is

  1. N-grams
  2. Resolving sense ambiguity
  3. Testing data
  4. Human translators
  

Question 440 : A context free language is called ambiguous if _________

  1. It has 2 or more left derivations for some terminal string ѡ є L (G)
  2. It has 2 or more right derivations for some terminal string ѡ є L (G)
  3. It has 2 or more left & right derivations for some terminal string ѡ є L (G)
  4. It has 3 or more left & right derivations for some terminal string ѡ є L (G)
  

Question 441 : Lexical semantics (also known as lexicosemantics), is a subfield of _________________.

  1. Sociology
  2. linguistic semantics
  3. Philosophy
  4. Content mining
  

Question 442 : For Research Article recommendation system ___________ NLP application can be used.

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

Question 443 : Which Application Of Nlp When Given A Question And Set Of Documents, Attempts To Find The Precise Answer Or Precise Portion Of Texts In Which The Answer Appears

  1. Text Summarization
  2. Question Answering
  3. Information Extraction
  4. Information Retrieval
  

Question 444 : What Is Full Form Of Nlg? M

  1. Natural Language Generation
  2. Natural Language Genes
  3. Natural Language Growth
  4. Natural Language Generator
  

Question 445 : Which of the follwing is an appication of NLP?

  1. Summarizing a text or article
  2. Designing mobile computing
  3. front page designing
  4. Database designing
  

Question 446 : One way we organize our knowledge of words is on the basis of ___ (words that frequently occur together).We commonly associate certain words with other words. (Family Feud-esque, but with ONE word)

  1. collocation
  2. homophones
  3. location
  4. denotation
  

Question 447 : How Many Components Of Nlp Are There?

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

Question 448 : “I almost bought an Acura Integra today, but a door had a dent and the engine seems noisy.” This is an example of which type of referring expression

  1. Reflexive
  2. Gender Agreement
  3. Inferrable
  4. Selectional Restriction
  

Question 449 : Which of the following word contains derivational as well as inflectional suffixes

  1. regularity
  2. carefully
  3. older
  4. availabilities
  

Question 450 : Two words are there with same spelling as “magazine”. One has meaning as something you read and another is cartridge to store bullets for a gun. However both words senses are related as to store or save somewhere. This is an example of

  1. Metonymy
  2. Hyponymy
  3. Polysemy
  4. Hyponym