Font size
WorksheetsAIM NLP
Total questions: 32
Worksheet time: 13mins
Stem word of troubled
trouble
troubl
troub
trout
stem word of consultant
consult
consultant
consu
con
Choose from the following areas where NLP can be useful.
Which of the following are the examples of the applications of Sentiment Analysis?
Translate the sentence from the Chinese language to the English language
Determine whether a product review is positive or negative
Determine the emotion behind a sentence
Identify the phone number from a given sentence
What is the use of labels in Sentiment Analysis?
To label the type of sentiment of a sentence
To analyse the sentiment of a sentence
To convert the sentence to a form more understandable by the machines
To train the NLP models
The process of assigning meaning to structures created by syntactic analysis is known as (a) analysis.
They fight and injured. Stephen doesn’t know it was his fault.
Syntactic
Pragmatic
Semantic
No errors
One bowl is in red color and another is in blue. You take the bowl.
Syntactic
Pragmatic
Semantic
No errors
You know his car?
Syntactic
Pragmatic
Semantic
No errors
Just run is not the solution.
Syntactic
Pragmatic
Semantic
No errors
A goat has four legs. Clearly the goat is an animal and carnivore.
Syntactic
Pragmatic
Semantic
No errors
I like HP and I have two laptops currently.
Syntactic
Pragmatic
Semantic
No errors
The squirrel sang bumper cars.
Syntactic
Pragmatic
Semantic
No errors
Which of the following are the major NLP techniques? (Choose 3 options)
Language Translation
Sentiment Analysis
Image Classification
Keyword Extraction
Which of the following are the examples of the applications of Sentiment Analysis? (Choose 2 options)
Translate the sentence from the Chinese language to the English language
Determine whether a product review is positive or negative
Determine the emotion behind a sentence
Identify the phone number from a given sentence
What is the primary goal of Named Entity Recognition (NER) in NLP?
To generate human-like text responses
To summarize large texts into concise formats
To translate text from one language to another
To identify and classify key information in text
The smallest meaningful unit of language analyzed during (a) analysis is called a morpheme.
Which of the following is a common application of NLP?
Data Mining
Image Recognition
All of the above
Speech Recognition
What does the term 'tokenization' refer to in NLP?
Breaking text into smaller units
Analyzing the sentiment of a text
Translating text into another language
Summarizing a document
The study of how sentences are used in different contexts and how meaning changes with usage is called (a) .
Which of the following statements correctly distinguishes stemming from lemmatization in morphological analysis?
Stemming uses a dictionary to find the base form, while lemmatization removes suffixes heuristically.
Which statement best explains why the sentence “Grass eats cows” is semantically incorrect despite being syntactically correct?
It breaks morphological rules because “grass” cannot function as a verb.
Which sentence demonstrates syntactic ambiguity rather than semantic or pragmatic ambiguity?
I saw the Burj Tower flying into Dubai.
Fruit flies like a banana.
She bats her eyelashes.
John walks with Jim and he is wearing a blue shirt.
Given the sentence: “Fruit flies like a banana”, which statement is true about its syntactic and semantic analysis?
Syntactically correct, semantically correct.
Syntactically incorrect, semantically correct.
Syntactically correct, semantically ambiguous.
Syntactically ambiguous, semantically incorrect.
Which level of NLP analysis is primarily responsible for resolving polysemy (e.g., “bank” as river bank vs financial institution)?
Morphological analysis
Syntactic analysis
Pragmatic analysis
Semantic analysis
The sentence “Do you have the time?” is interpreted as “What time is it?” because pragmatic analysis considers the speaker’s (a) and context.
