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WorksheetsNatural Language Processing CT-1
Total questions: 20
Worksheet time: 40mins
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?
Text
Image
Types input
Speech
"The car hit the pole while it was moving." what type of ambiguity exists in above sentence?
Semantic
Lexical
Syntactic
Pragmatic
TF-IDF helps in … (a)
Human Usually Write ’M, To State Am, In Which Type Of Morphology You Can Categorize The Example?
Cliticization
Plural Noun
Singular Noun
Inflectional
_________is the study of how the language is used to refer (and re-refer) to people and things?
Syntatic
Semantic
Pragmatics
Morphology
Choose from the following areas where NLP can be useful
Frontpage Designing
Mobile Computing
Automatic Question-Answering Systems
Web Development
_________ Is the Third Stage in NLP?
Syntactic Analysis
Pragmatic Analysis
Semantic Analysis
Discourse Analysis
What is Morphological Segmentation?
Does Discourse Analysis
Is an extension of propositional logic
Separate words into individual morphemes and identify the class of the morphemes
None of the mentioned
The lexical semantic relation between the words “room” and “house” with room as the first word and the house as the second is
hypernym – hyponym
hypernym – meronym
meronym – holonym
holonym – hyponym
The study of the sound patterns in natural language and the rules that govern them is:
Phonology
Morphology
Phonetics
Syntax
Which of the following is an NLP task that involves determining all referring expressions that point to the same real-world entity?
Named entity recognition
Coreference resolution
Information extraction
All of the above
Which of the following techniques is commonly used in text classification tasks?
Latent Semantic Analysis (LSA)
b)
Convolutional Neural Networks (CNN)
Support Vector Machines (SVM)
Principal Component Analysis (PCA)
What is the process of converting words into their base or root form called?
Stemming
Tokenization
Lemmatization
Part-of-speech tagging
