Which of the following tasks is an example of natural language processing in action?

A database query that retrieves all records where the age field is greater than 30

An operating system that allocates memory to running processes

A spreadsheet formula that calculates the sum of a column of numbers

A spell-checker suggesting corrections for misspelled words in a document

What is the primary factor that resolves pragmatic ambiguity?

The grammatical structure of the sentence

The order in which the words appear in the sentence

The context of the conversation and the speaker's intent

The dictionary definitions of the words used

A sentiment-analysis model for product reviews processes the sentence: 'This phone is sick!' The model must decide whether the user is expressing a negative opinion (ill) or a positive one (excellent). Which approach is most effective for resolving this ambiguity?

Apply a word-sense disambiguation model that uses surrounding context

Use a part-of-speech tagger to identify the role of 'sick' in the sentence

Remove all ambiguous words from the training data

Ignore the review because it contains ambiguous language

Which sentence is an example of syntactic ambiguity?

I saw the man with the telescope.

Dell Data Science Optimize

Domain 3Objective 1

NLP and the Four Main Categories of Ambiguity DATA-SCIENCE-OPTIMIZE Practice Questions (Page 3)

Part of the Natural Language Processing (NLP) domain, which accounts for 20% of the DATA-SCIENCE-OPTIMIZE exam.

28questions here

6free pages

7concepts

20%of the exam

Questions 11–15

11foundation · easy
Which of the following tasks is an example of natural language processing in action?
Select an answer first
12foundation · easy
What is the primary factor that resolves pragmatic ambiguity?
Select an answer first
13application · medium
A sentiment-analysis model for product reviews processes the sentence: 'This phone is sick!' The model must decide whether the user is expressing a negative opinion (ill) or a positive one (excellent). Which approach is most effective for resolving this ambiguity?
Select an answer first
14application · medium
A language model for legal contracts must handle the sentence: 'The company sold the shares to the investor with the contract.' The model must determine whether the contract belongs to the investor or is the subject of the sale. Which two categories of ambiguity are most relevant here?
Select an answer first
15foundation · easy
Which sentence is an example of syntactic ambiguity?
Select an answer first

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