WorksheetsC4: Natural Language Processing
Total questions: 10
Worksheet time: 20mins
What is the main purpose of Natural Language Processing?
Helping the machine to understand human language
Let machine understand the human mind
Guide human to process the language naturally
Allow human to interpret machine language easily
Which of the following is NOT an application of Natural Language Processing?
Language Translation Application
Auto-Correction
Fruit Classification System
Smart Assistant
Which of the following are the major NLP techniques? (Choose 3 options)
Language Translation
Sentiment Analysis
Image Classification
Keyword Extraction
What is Sentimental Analysis in Natural Language Processing about?
Analyse the keywords in a sentence
Identify and extract the meaning behind a sentence
Translate the sentence from one language to another language
Understand the language used in the sentence
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
Which of the following is a part of the process of building a machine learning classifier for Sentiment Analysis?
Text Processing
Choose the ML algorithm
Test and Evaluate the Model
All of the above
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
Which of the following processes are required in Text Processing? (Choose 2 options)
Text Preprocessing
Data Collection
Data Representation
Feature Extraction
Which of the following is the possible algorithm used to train NLP models?
K-Nearest Neighbor
Decision Tree Algorithm
Naive Bayes Algorithm
All of the above
What is the main purpose of Model Testing in Sentiment Analysis?
To test how accurate is the model in translating the sentence from a language to another language
To test how good is the model in communicating with human
To test how accurate is the model in predicting the sentiment of a sentence
To test how accurate is the model in extracting the keywords in a sentence
