NLP Quiz

What does NLP primarily deal with?

• Computer vision

• Human language

• Robotic motion

• Network protocols

Which of the following is not a typical NLP task mentioned in the slide?

• Text classification

• Image segmentation

• Summarization

• Translation

What is the main goal of text generation in NLP?

• Translate text from one language to another

• Identify named entities in a text

• Produce coherent text from a prompt

• Classify a document

Which model types are commonly used in text generation tasks?

• LLMs like GPT and BERT

• Decision Trees

• K-Means Clustering

• Genetic Algorithms

Which NLP task involves answering questions using natural language input?

• Named Entity Recognition

• Sentiment Analysis

• Question Answering

• Translation

What is the primary approach of extractive summarization?

• Creating new content

• Generating paraphrases

• Selecting important sentences

• Removing all punctuation

Which summarization method rephrases original content into new sentences?

• Extractive summarization

• Abstractive summarization

• Machine summarization

• Keyword extraction

Which of the following is used in Neural Machine Translation (NMT)?

• Grammar rules only

• Neural networks trained on bilingual corpora

• Keyword matching

• Optical character recognition

Text classification assigns text to...

• Sound patterns

• Color schemes

• Predefined categories

• Encryption keys

Which algorithms are commonly used for text classification?

• Naive Bayes and SVM

• K-Nearest Neighbors and A*

• Dijkstra and BFS

• GANs and CNNs