Natural Language Processing MCQ
Question 51 : identify the odd one out
- scikit learn
Question 52 : The Area Of Ai That Investigates Methods Of Facilitating Communication Between People And Computers Is:
- Natural Language Processing
- Symbolic Processing
- Decision Support
Question 53 : Trains two independent LSTM language model left to right and right to left and shallowly concatenates them
Question 54 : "Rohan Was With Her, They Both Go Together", In The Given Sentence Who Is Her Is Unclear, Specify The Type Of Ambiguity ?
- Semantic Ambiguity
- Anaphoric Ambiguity
- Pragmetic Ambiguity
- Lexical Ambiguity
Question 55 : Which of the following technique is used to remove semantic ambiguity?
- Fuzzy Logic
- Shallow Semantic Analysis
- Syntactic analysis
- Word Sense Disambiguation
Question 56 : What is outcome thinking?
- Knowing what you want rather than what you don’t want.
- Know about others
- Know about the society None
Question 57 : Identify the POS tag for the word "nice" in following sentence "It was indeed a nice night"?
Question 58 : What is the name for information sent from robot sensors to robot controllers?
Question 59 : 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_________
Question 60 : Choose form the following areas where NLP can be useful.
- Automatic Text Summarization
- Automatic Question-Answering Systems
- Information Retrieval
- Automatic Text Summarization & Automatic Question-Answering Systems & Information Retrieval
Question 61 : GB theory dose not representation includes________-
- phonetic form.
Question 62 : In this technique, content is extracted from the original data,but the extracted content is not modified in any way
- Extraction-based summarization
- Abstraction-based summarization
- Aided summarization
- Keyphrase extraction
Question 63 : Which sentence describes inflectional morphology?
- Adding a morpheme to produce a new word but the same lexeme.
- Adding a morpheme to produce a new word and different lexeme.
- Adding a morpheme to produce the same word but different lexeme.
- Adding a morpheme to produce the same sentence but different lexeme.
Question 64 : What is function of Sequence classfier(HMM)?
- Assign some label or class to each unit in a sequence.
- Aassign part of speech to sequence.
- Find probability
- Calculate likelihood.
Question 65 : "I Saw The Boy With A Pony Tail ", What Type Of Ambiguity Does Sentence Have
- Semantic Ambiguity
- Pragmetic Ambiguity
- Structured Ambiguity
Question 66 : "You better go to the clinic", is which type of speech act?
Question 67 : Which of the following is not correct with respect to levels of semantic analysis?
- Word level
- Character level
- Sentence level
- Utterance level
Question 68 : Which Of The Below Are Nlp Use Cases?
- Detecting Objects From An Image
- Facial Recognition
- Speech Biometric
- Text Summarization
Question 69 : Semantics: ___ meaning,Pragmatics: ___ meaning
- Literal; unconventional
- Linguistic context
- Physical context
Question 70 : Given a sound clip of a person or people speaking, determine the textual representation of the speech.
- Text Summarization
- Text Classification
Question 71 : Named entity recognition is a technqiue to locate and classify __________ entities in unstructured text.
- Proper Nouns
Question 72 : Which of the factors affect the performance of learner system does not include?
- Representation scheme used
- Training scenario
- Type of feedback
- Good data structures
Question 73 : Which of the following is not a primitive operation of a regular expression?
Question 74 : Choose the correct answer to the following question: Which of the following words is an example of a preposition?
Question 75 :
Question 76 : “He was running quickly into the stadium”. What type of phrase is this?
- Noun phrase
- Verb phrase
- Prepositional phrase
- Adjectival phrase
Question 77 : Nouns, Verbs, Adjectives, Adverbs belong to ____ class type in POS
- Join Class
- Open Class
- Sub Class
- Closed class
Question 78 : What Was First Defined For Natural Language By Chomsky (1957)
- Context-Free Grammar (Cfg)
- Finite Automata (Fa)
- Push Down Automata (Pda)
- Turing Machine
Question 79 : Two words with very closely related meanings
Question 80 : Following are examples of Artificial Languages except
Question 81 : Homophones for the word piece
Question 82 : A set of words that denotes a subcategory of a more general class
Question 83 : In a HMM, the possible state transitions are from state JJ to states NN, VB, JJ and RB. Following are the known state transitions probabilities; P(NN|JJ) = 1/4. P(VB|JJ) = 1/6, and P(JJ|JJ) = 1/3. What is the transition probability value of P(RB|JJ)?
- 01-04-2020 12:00:00 AM
- 01-02-2020 12:00:00 AM
- 01-05-2020 12:00:00 AM
- 01-03-2020 12:00:00 AM
Question 84 : 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
Question 85 : The word bank can be (river bank or financial institution) it denotes
Question 86 : Beverage = coffee - tea - shake, is example of ______
Question 87 : What can words often be divided into?
Question 88 : the entity that is involved in or affected by the action, or that is simply being described (The boy kicked --> the ball.) (-->The ball was red.)
- semantic features
- theme ("patient")
Question 89 : "I saw bats" contains which type of ambiguity?
Question 90 : What does 'discourse' refer to in the study of language?
- the vocabulary of a text
- the structure, organisation and layout of a text
- the meaning behind the vocabulary of a text
- the mode of a text
Question 91 : re.findall(r “^\d”, “ 3 is my favorite number”) What will the above regular expression do?
- Will ignore all integers in text
- Will search for digit at end
- Will search for digit at the beginning
- Searches for a pattern
Question 92 : What is full form of NLU?
- Nature Language Understanding
- Natural Long Understanding
- Natural Language Understanding
- Natural Language Understudy
Question 93 : Which one of the following is type of spelling errors?
- Sentence errors
- Non-word errors
- Non-cognitive errors
- Syntax errors
Question 94 : ___ 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
- Semantic Analysis
- Syntactic features
- Semantic Roles
Question 95 : Progmatic Analysis Is the ________ Stage in NLP?
Question 96 : Named entities can be recognized and classified by:
- Viterbi Algorithm
- Featured-based or neural sequence labelling techniques.
- Hidden Markov Model
- Maximum Likelihood Estimation
Question 97 : "We always play football after work." Which is a prepositional phrase?
- Always play football
- After work
- Always play
- Football after
Question 98 : Features that are used to represent the abstract letter pattern of the word by mapping lower-case letters to ‘x’, upper-case to ‘X’, numbers to ’d’, and retaining punctuation are called as: (For example I.M.F would map to X.X.X. and DC10-30 would map to XXdd-dd)
- Word Shape
- Word Mapper
Question 99 : "He finished the show very well". What is part of speech of underlined word?