Natural Language Processing CT-1

What is the field of Natural Language Processing (NLP)?

• Artificial Intelligence

• Computer Science

• Linguistics

• All of the mentioned

Modern NLP algorithms are based on machine learning, especially statistical machine learning.

• True

• False

What is Machine Translation?

• Converts human language to machine language

• Converts one human language to another

• Converts any human language to English

• Converts Machine language to human language

Which library in Python is commonly used for NLP tasks?

• TensorFlow

•  NLTK

• Matplotlib

• NumPy

What is the main challenge/s of NLP?

• Handling POS-Tagging

• Handling Tokenization

• Handling Ambiguity of Sentences

• All of the mentioned

Which of the following includes major tasks of NLP?

• Automatic Summarization

• Discourse Analysis

• Machine Translation

• All of the mentioned

Which of the following is an example of natural language generation?

• Writing a news article

• Converting speech to text

• Translating a document from English to French

• Analyzing social media posts

Which of the following is not true input for the NLP?

• 1. Text

• 1. Image

• 1. Types input

• 1. Speech

"The car hit the pole while it was moving." what type of ambiguity exists in above sentence?

• 1. Semantic

• 1. Lexical

• 1. Syntactic

• 1. Pragmatic

TF-IDF helps in … (a)