NLP Quiz

What does NLP stand for in computer science?

• Natural Logic Processor

• Neural Language Prediction

• Natural Language Processing

• Non-Linear Programming

Which of the following is not a goal of NLP?

• Translate text between languages

• Simulate human vision

• Answer user questions

• Analyze human language

What is Text Generation in NLP?

• Extracting key phrases

• Producing coherent text from input

• Predicting the next user query

• Removing stop words

Which is an example of a rule-based text generation method?

• BERT

• GPT

• Template with placeholders

• TF-IDF

Which model family is used in LLM-based text generation?

• SVM

• Naive Bayes

• CNN

• GPT

Which NLP task retrieves and presents answers from a knowledge source?

• Named Entity Recognition

• Text Classification

• Question Answering

• Summarization

What does RAG stand for in QA systems?

• Rule-Augmented Grammar

• Retrieval-Augmented Generation

• Recursive Answer Generator

• Reinforcement-based Answer Generation

What is extractive summarization?

• Generates new phrases to shorten content

• Selects original sentences to form a summary

• Translates summaries into different languages

• Uses LLM to create a summary

Which technique uses deep learning to rephrase summaries?

• Extractive summarization

• Rule-based summarization

• Abstractive summarization

• Manual summarization

Which NLP task involves converting text from one language to another?

• Text Classification

• Summarization

• Translation

• Entity Recognition