
NLP_B1_W8
Authored by Prashanthi Prashanthi
Engineering
University
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10 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is not typically classified as a named entity in NER tasks?
Person
Verb
Date
Location
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is Named Entity Recognition (NER)
Identifying the parts of speech in a sentence
Generating text from structured data
Recognizing and classifying entities in a text such as names, locations, and dates
Translating a sentence into another language
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following algorithms is commonly used for Named Entity Recognition
K-Nearest Neighbors (KNN)
K-Means Clustering
Conditional Random Fields (CRF)
Decision Trees
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In the context of NER, what does the acronym “IOB” stand for
Indexed-Organized-Beginning
Inside-Outside-Beginning
Input-Output-Beginning
Inside-Out-Beginning
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following pre-trained transformer models is widely used for Named Entity Recognition
AlexNet
VGGNet
ResNet
BERT
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which method is used to break down a sentence into its grammatical components
Stemming
Tokenization
Lemmatization
Chunking
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which method is used to assign a sentiment label to a given text
Dependency parsing
Part-of-speech tagging
Sentiment analysis
Named entity recognition
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