Natural Language Processing Quiz Quiz NLP Medium Quiz 5 Pradip Devkar November 7, 2024 These questions cover a range of intermediate topics in NLP and should be useful for testing understanding of core concepts and current NLP technologies NLP Medium Quiz 5 These questions cover a range of intermediate topics in NLP and should be useful for testing understanding of core concepts and current NLP technologies 1 / 10 Which of the following algorithms is commonly used for text classification tasks? K-Means Clustering Naive Bayes Apriori Algorithm Principal Component Analysis 2 / 10 In Natural Language Processing, what does BERT stand for? Bidirectional Encoder Representations from Transformers Biologically Enhanced Recursive Transformer Bidirectional Entity Recognition Technique Big Encoder Representations from Transformers 3 / 10 Which of the following is NOT a commonly used word embedding technique? Word2Vec TF-IDF GloVe FastText 4 / 10 What is tokenization in NLP? Dividing text into paragraphs Breaking down text into smaller parts like words or subwords Assigning a specific meaning to a word Combining words into sentences 5 / 10 Which of the following is an example of lemmatization? Running → Run Runs → Ran Running → Running Walked → Walk 6 / 10 What does the 'stop word' removal process do in NLP? It reduces ambiguity It removes commonly used words that do not contribute to meaning It splits text into sentences It lemmatizes words 7 / 10 What is the purpose of Named Entity Recognition (NER)? To classify words by part of speech To identify named entities like people, locations, and organizations To perform sentiment analysis To extract key phrases 8 / 10 Which NLP model is used for text classification? Hidden Markov Model (HMM) Support Vector Machines (SVM) Decision Trees All of the above 9 / 10 Which of the following is a type of word embedding? TF-IDF Word2Vec Naive Bayes Logistic Regression 10 / 10 What is the primary purpose of tokenization in NLP? To remove stop words To split text into smaller units (words or subwords) To normalize text To convert text into lowercase Your score isThe average score is 30% 0% Restart quiz Share this… Whatsapp Linkedin Facebook Twitter Gmail Related Tags: #NLP Quiz, #Quiz Continue Reading Previous NLP Medium Quiz 4Next NLP Medium Quiz 6 More Stories Gen AI Quiz Quiz Gen Ai Advanced Quiz 8 Pradip Devkar December 20, 2024 Gen AI Quiz Quiz Gen Ai Advanced Quiz 7 Pradip Devkar December 20, 2024 Gen AI Quiz Quiz Gen Ai Medium Level Quiz 6 Pradip Devkar December 10, 2024 Leave a Reply Cancel replyYou must be logged in to post a comment.
