Natural Language Processing Quiz

Which NLP technique involves analyzing and generating human-like text or speech by computer programs?

• Named Entity Recognition

• Text Classification

• Text Generation

• Dependency Parsing

What is the primary goal of Information Retrieval in NLP

• To recognize and classify named entities (e.g., names, locations)

• To identify the sentiment of a text

• To retrieve relevant documents based on user queries

• To perform tokenization

What is a corpus in the context of Natural Language Processing (NLP)?

• A collection of images

• A compilation of audio files

• A collection of text

• A set of programming code snippets

In NLP, what does the term "syntax" refer to?

• The meaning of words and phrases

• The structure and rules of grammar

• The emotional tone of a text

• The frequency of word occurrence

What is the primary use of "word embeddings" in NLP ?

• To generate random words

• To improve text readability

• To represent words as numerical vectors

• To perform tokenization

Which NLP task involves determining the grammatical structure of a sentence, including its parts of speech (e.g, noun, verb, adjective)

• Named Entity Recognition

• Sentiment Analysis

• Part-of-Speech Tagging

• Machine Translation

In the sentence: "I saw a tree in the forest" What is the correct part of speech for the word "saw"?

• Noun

• Verb

In NLP, the process of identifying people, an organization from a given text is called

• Stemming

• Lemmatization

• Stop Words removal

• Name Entity Recognition

Which of the following is a common preprocessing step in NLP for converting text to a uniform format by removing punctuation and capitalization?

• Stemming

• Tokenization

• Lemmatization

• Normalization

Which NLP task involves determining the structure and relationships between words in a sentence, typically used in question-answering systems?

• Named Entity Recognition

• Sentiment Analysis

• Dependency Parsing

• Text Classification