NLP Quiz

What does NLP stand for?

• Natural Learning Process

• Neural Language Processing

• Natural Language Processing

• None of the above

Which of the following is an application of NLP?

• Self-driving cars

• Speech recognition

• Image classification

• Video streaming

What is the purpose of tokenizing in NLP?

• To remove unwanted characters

• To break down sentences into words

• To identify parts of speech

• To group similar words together

What are stop words?

كلمات زياده

• Words that signal the end of a sentence

• Common words that are often removed in text processing

• Special tokens used for segmentation

• Words that have no meaning

Stemming is the process of:

زيادات الكلمه

• Removing stop words from text

• Reducing words to their root form

• Splitting text into sentences

• Tagging parts of speech in a sentence

Which of the following methods is used to convert inflected words to their base form?

نرجع الكمله لاصلها

• Lemmatization

• Tokenization

• Segmentation

• Parsing

Named Entity Recognition (NER) helps identify which of the following?

• The parts of speech

• Named entities like people, places, or organizations

• Synonyms and antonyms

• Sentence structure

Which of the following is an example of an NLP task?

• Sorting numbers

• Translating text from one language to another

• Calculating distances

• Editing images

A simple file-based chatbot operates by:

• Storing responses in a file and retrieving them based on user input

• Generating new responses based on deep learning models

• Using voice commands to interact

• Directly translating input to code

Which of the following is a limitation of chatbots?

حدود الشات بوت اي

• They can handle complex queries

• They require a large amount of data

• They struggle with handling new or unexpected inputs

• They can learn from conversations over time