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6. Text Classification in NLP categorises content into different ______________ such as spam or not spam.

7. The process of identifying a problem and the vision to solve it is part of the _______________ stage in
NLP project development.

8. One of the applications of Chatbots in the banking industry is solving customer queries about
_______________ banking.

Answers
1. text 2. typing 3. spoken
4. text 5. Grammarly 6. categories
7. problem scoping 8. online

C. State ‘T’ for True or ‘F’ for False statements.

1. Microsoft Word uses NLP to check the grammatical accuracy of texts.
2. Conversational User Interface is a term used for interfaces that mimic human-like conversations.
3. Text Prediction refers to estimating the next word in a sentence or phrase.

4. Sentiment Analysis helps identify the weather forecast in textual data.
5. Text Classification is not used in Gmail to categorize emails.

6. OCR stands for Optimal Character Recognition.
7. Problem Scoping is the process of collecting data in the development of an NLP project.

8. ChatBots in the banking industry are mainly used for cooking recipes.
Answers
1. T 2. T 3. T 4. F

5. F 6. F 7. F 8. F
D. Very short answer type question.

1. What does NLP stand for?
Ans: Natural Language Processing.
2. Give an example of a word processor that uses NLP.
Ans: Microsoft Word.

3. What is the purpose of Text Prediction in NLP?
Ans: Estimating the next word in a sentence.
4. Which technology allows machines to understand and respond to spoken words?
Ans: Speech Recognition.

5. What is the primary application of Text Classification in NLP?
Ans: Categorizing content into different classes.
6. Name a popular application of Spell Check.
Ans: Grammarly.

7. What are the five stages in the development of an NLP project.
Ans: Problem Scoping, Data Acquisition, Data Exploration, Modeling, Evaluation.

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