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Class 10 Exam  >  Class 10 Tests  >  Artificial Intelligence for Class 10  >  Test: Natural Language Processing - Class 10 MCQ

Test: Natural Language Processing - Class 10 MCQ


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10 Questions MCQ Test Artificial Intelligence for Class 10 - Test: Natural Language Processing

Test: Natural Language Processing for Class 10 2024 is part of Artificial Intelligence for Class 10 preparation. The Test: Natural Language Processing questions and answers have been prepared according to the Class 10 exam syllabus.The Test: Natural Language Processing MCQs are made for Class 10 2024 Exam. Find important definitions, questions, notes, meanings, examples, exercises, MCQs and online tests for Test: Natural Language Processing below.
Solutions of Test: Natural Language Processing questions in English are available as part of our Artificial Intelligence for Class 10 for Class 10 & Test: Natural Language Processing solutions in Hindi for Artificial Intelligence for Class 10 course. Download more important topics, notes, lectures and mock test series for Class 10 Exam by signing up for free. Attempt Test: Natural Language Processing | 10 questions in 10 minutes | Mock test for Class 10 preparation | Free important questions MCQ to study Artificial Intelligence for Class 10 for Class 10 Exam | Download free PDF with solutions
Test: Natural Language Processing - Question 1
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What is the primary objective of Natural Language Processing (NLP)?

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Natural Language Processing (NLP) primarily aims to enhance the communication between humans and computers by enabling computers to understand human language, making interactions more intuitive and efficient. This involves various techniques and algorithms to process and analyze natural language text and speech.
Test: Natural Language Processing - Question 2
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What is the main difference between rules-based NLP systems and machine learning-based NLP systems?

Detailed Solution for Test: Natural Language Processing - Question 2
The primary distinction between rules-based NLP systems and machine learning-based NLP systems is that rules-based systems rely on predefined linguistic rules, while machine learning-based systems learn and adapt from training data to perform tasks such as text analysis and language understanding.
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Test: Natural Language Processing - Question 3
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What is one of the challenges in natural language processing related to tone and inflection?

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One of the challenges in natural language processing is related to tone and inflection. NLP algorithms may have difficulty capturing subtle tone changes in spoken language, which can impact their understanding of the speaker's intent and emotional tone.
Test: Natural Language Processing - Question 4
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What is the main benefit of Natural Language Processing (NLP) in the context of customer feedback analysis?
Detailed Solution for Test: Natural Language Processing - Question 4
In the context of customer feedback analysis, the primary benefit of NLP is that it enables sentiment analysis, allowing businesses to assess the sentiment or emotion behind customer feedback, which can be valuable for making improvements and enhancing customer satisfaction.
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Which real-world application of NLP involves the automatic translation of text from one language to another?
Detailed Solution for Test: Natural Language Processing - Question 5
Machine translation is a real-world application of NLP that involves the automatic translation of text from one language to another without human intervention, such as using tools like Google Translate.
Test: Natural Language Processing - Question 6
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What is the main challenge of NLP related to the evolving use of language?
Detailed Solution for Test: Natural Language Processing - Question 6
The main challenge of NLP related to the evolving use of language is that language and its usage are constantly changing. NLP algorithms must adapt to these changes to remain effective in understanding and processing natural language.
Test: Natural Language Processing - Question 7
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Which decade marked the shift from a rules-based approach to a statistical approach in NLP?
Detailed Solution for Test: Natural Language Processing - Question 7
The shift from a rules-based approach to a statistical approach in NLP occurred in the 1990s. Advancements in computing made the statistical approach more efficient and data-driven.
Test: Natural Language Processing - Question 8
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What is the main advantage of NLP in improving human-computer interaction?
Detailed Solution for Test: Natural Language Processing - Question 8
The primary advantage of NLP in improving human-computer interaction is that it enhances the communication between humans and computers, making interactions more intuitive and efficient by enabling computers to understand human language.
Test: Natural Language Processing - Question 9
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Which NLP technique is used to determine the meaning of a word based on its context?
Detailed Solution for Test: Natural Language Processing - Question 9
Word Sense Disambiguation is the NLP technique used to determine the meaning of a word based on its context in a sentence. It helps distinguish between different possible meanings of a word depending on its usage.
Test: Natural Language Processing - Question 10
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Which phase of NLP involves preparing and "cleaning" text data for analysis?
Detailed Solution for Test: Natural Language Processing - Question 10
Data preprocessing is the phase in NLP that involves cleaning and preparing text data for analysis. It includes tasks such as tokenization, stop word removal, lemmatization, and part-of-speech tagging, which make the text suitable for further processing by NLP algorithms.
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Natural Language Processing MCQs with Answers

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