Natural Language Processing Quiz

This real life application of NLP is used to provide an overview of a news item or blog post, while avoiding redundancy from multiple sources and maximising the diversity of content obtained. Which is this application?

• Chatbot

• Virtual Assistant

• Sentiment Analysis

• Automatic Summarisation

Which of the following words represent an example of a lemma resulting from lemmatisation for "caring" in context to Natural Language Processing (NLP)?

• Care

• Cared

• Cares

• Car

Which of the following applications is not associated with Natural Language Processing (NLP)?

• Sentiment Analysis

• Speech Recognition

• Spam Filtering in emails

• Stock Market Analysis

Bag of Words is a ----------------_ model which helps in extracting features out of the text which can be helpful in machine learning algorithms.

• Data Science (DS)

• Virtual Reality (VR)

• Natural Language Processing (NLP)

• Computer Vision (CV)

Which domain of AI is used for interacting with virtual assistants such as Siri and Alexa?

• Machine Learning (ML)

• Computer Vision (CV)

• Natural Language Processing (NLP)

• Technical Vision (TV)

Which algorithms result in two things, a vocabulary of words and frequency of the words in the corpus?

• Sentence segmentation

• Tokenisation

• Bag of words

• Text normalisation

A corpus contains 4 documents in which the word 'diet' was appearing once in document1. Identify the term in which we can categorise the word 'diet'.

• Stop word

• Rare word

• Frequent word

• Removable word

Which feature of NLP helps in understanding the emotions of the people mentioned with the feedback?

• Virtual Assistants

• Sentiment Analysis

• Text classification

• Automatic Summarization

Aditi, a student of class XII developed a chatbot that clarifies the doubts of Economics students. She trained the software with lots of data sets catering to all difficulty levels. If any student would type or ask questions related to Economics, the software would give an instant reply. Identify the domain of AI in the given scenario.

• Computer Vision

• Data Science

• Natural Language Processing

• None of these

What do you mean by syntax of a language?

• Meaning of a sentence

• Grammatical structure of a sentence

• Semantics of a sentence

• Synonym of a sentence