Natural Language Processing Quiz

NLP stands for _________.

• Natural Language Programming

• None Language Processing

• Nature Language Processing

• Natural Language Processing

Which of the following is a sub-field of AI focused on understanding human languages?

• Machine Learning

• Natural Language Processing

• Computer Vision

• Data Science

Which application is related to Natural Language Processing?

• Image Recognition

• Voice Assistants

• Web Development

• Data Analysis

What is the goal of sentiment analysis?

• To summarize text

• To identify sentiment in posts

• To classify text

• To translate languages

Which of the following is an application of Automatic Summarization?

• Text Classification

• Sentiment Analysis

• All of the above

• Information Retrieval

What does the term 'Tokenization' refer to?

• Dividing text into sentences

• Normalizing text

• Removing stopwords

• Dividing text into tokens

Which of the following is an example of a stopword?

• language

• computer

• and

• processing

What is the process of removing affixes from words called?

• Tokenization

• Stemming

• Lemmatization

• Normalization

Which model helps in extracting features from text for machine learning?

• Word Cloud

• Data Analysis

• Text Mining

• Bag of Words

TFIDF stands for _________.

• Term Frequency and Inverse Document Frequency

• Total Frequency and Inverse Document Frequency

• Text Frequency and Inverse Document Frequency

• Term Frequency and Internal Document Frequency